From bdb054d4fa60b0d79ad4d0550a5fbe4d1eb58fbd Mon Sep 17 00:00:00 2001 From: jgorostegui Date: Thu, 26 Oct 2023 18:02:20 +0000 Subject: [PATCH] Update best-of list for version 2023.10.26 --- README.md | 104 +++++++++++++++----------------- history/2023-10-26_changes.md | 19 ++++++ history/2023-10-26_projects.csv | 25 ++++++++ latest-changes.md | 15 +++-- 4 files changed, 103 insertions(+), 60 deletions(-) create mode 100644 history/2023-10-26_changes.md create mode 100644 history/2023-10-26_projects.csv diff --git a/README.md b/README.md index 52c1890..478d6ce 100644 --- a/README.md +++ b/README.md @@ -73,25 +73,25 @@ _Tools for data cleaning, transformation, and enrichment._ _Tools for creating high-level visualizations_ -
Gradio (πŸ₯‡35 Β· ⭐ 21K) - Build and share delightful machine learning apps, in Python Star.. Apache-2 +
Streamlit (πŸ₯‡35 Β· ⭐ 28K Β· πŸ“ˆ) - Streamlit A faster way to build and share data apps. Apache-2 -- [GitHub](https://github.com/gradio-app/gradio) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1.4K Β· πŸ“¦ 12K Β· πŸ“‹ 2.7K - 14% open Β· ⏱️ 30.08.2023): +- [GitHub](https://github.com/streamlit/streamlit) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 2.4K Β· πŸ“¦ 1K Β· πŸ“‹ 3.7K - 17% open Β· ⏱️ 26.10.2023): ``` - git clone https://github.com/gradio-app/gradio + git clone https://github.com/streamlit/streamlit ```
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Streamlit (πŸ₯ˆ34 Β· ⭐ 27K) - Streamlit A faster way to build and share data apps. Apache-2 +
Gradio (πŸ₯‡35 Β· ⭐ 23K) - Build and share delightful machine learning apps, all in Python... Apache-2 -- [GitHub](https://github.com/streamlit/streamlit) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 2.3K Β· πŸ“¦ 950 Β· πŸ“‹ 3.5K - 18% open Β· ⏱️ 30.08.2023): +- [GitHub](https://github.com/gradio-app/gradio) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 1.6K Β· πŸ“¦ 16K Β· πŸ“‹ 3K - 14% open Β· ⏱️ 26.10.2023): ``` - git clone https://github.com/streamlit/streamlit + git clone https://github.com/gradio-app/gradio ```
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Dash (πŸ₯ˆ34 Β· ⭐ 19K) - Data Apps & Dashboards for Python. No JavaScript Required. MIT +
Dash (πŸ₯‰34 Β· ⭐ 20K) - Data Apps & Dashboards for Python. No JavaScript Required. MIT -- [GitHub](https://github.com/plotly/dash) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 1.8K Β· πŸ“¦ 51K Β· πŸ“‹ 1.6K - 46% open Β· ⏱️ 29.08.2023): +- [GitHub](https://github.com/plotly/dash) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 1.9K Β· πŸ“¦ 53K Β· πŸ“‹ 1.6K - 47% open Β· ⏱️ 26.10.2023): ``` git clone https://github.com/plotly/dash @@ -99,7 +99,7 @@ _Tools for creating high-level visualizations_
Show 1 hidden projects... -- voila (πŸ₯‰28 Β· ⭐ 4.9K) - Voil turns Jupyter notebooks into standalone web applications. ❗Unlicensed +- voila (πŸ₯‰28 Β· ⭐ 5K) - Voil turns Jupyter notebooks into standalone web applications. ❗Unlicensed

@@ -109,13 +109,9 @@ _Tools for creating high-level visualizations_ _Tools for data labelling_ -
Labelimg (πŸ₯‡27 Β· ⭐ 20K Β· πŸ’€) - LabelImg is now part of the Label Studio community. The popular image.. MIT - -- [GitHub](https://github.com/HumanSignal/labelImg) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 5.7K Β· πŸ“¦ 970 Β· πŸ“‹ 750 - 51% open Β· ⏱️ 22.09.2022): +
Show 1 hidden projects... - ``` - git clone https://github.com/heartexlabs/labelImg - ``` +- Labelimg (πŸ₯‡27 Β· ⭐ 21K Β· πŸ’€) - LabelImg is now part of the Label Studio community. The popular image.. MIT

@@ -127,55 +123,55 @@ _Frameworks that allow the creation, management, and optimization of complex dat
Airflow (πŸ₯‡43 Β· ⭐ 32K) - Apache Airflow - A platform to programmatically author, schedule, and.. Apache-2 -- [GitHub](https://github.com/apache/airflow) (πŸ‘¨β€πŸ’» 3K Β· πŸ”€ 12K Β· πŸ“₯ 530K Β· πŸ“¦ 7.8K Β· πŸ“‹ 7.9K - 8% open Β· ⏱️ 31.08.2023): +- [GitHub](https://github.com/apache/airflow) (πŸ‘¨β€πŸ’» 3K Β· πŸ”€ 13K Β· πŸ“₯ 550K Β· πŸ“¦ 8.3K Β· πŸ“‹ 8.1K - 9% open Β· ⏱️ 26.10.2023): ``` git clone https://github.com/apache/airflow ```
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Argo (πŸ₯ˆ38 Β· ⭐ 13K Β· πŸ“‰) - Workflow engine for Kubernetes. Apache-2 +
Argo (πŸ₯ˆ39 Β· ⭐ 14K Β· πŸ“ˆ) - Workflow Engine for Kubernetes. Apache-2 -- [GitHub](https://github.com/argoproj/argo-workflows) (πŸ‘¨β€πŸ’» 800 Β· πŸ”€ 2.8K Β· πŸ“₯ 2.6M Β· πŸ“¦ 190 Β· πŸ“‹ 5.3K - 16% open Β· ⏱️ 31.08.2023): +- [GitHub](https://github.com/argoproj/argo-workflows) (πŸ‘¨β€πŸ’» 810 Β· πŸ”€ 2.9K Β· πŸ“₯ 3M Β· πŸ“¦ 200 Β· πŸ“‹ 5.4K - 15% open Β· ⏱️ 26.10.2023): ``` git clone https://github.com/argoproj/argo-workflows ```
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dagster (πŸ₯ˆ35 Β· ⭐ 8.3K Β· πŸ“ˆ) - An orchestration platform for the development, production, and.. Apache-2 +
dagster (πŸ₯ˆ35 Β· ⭐ 8.7K) - An orchestration platform for the development, production, and.. Apache-2 -- [GitHub](https://github.com/dagster-io/dagster) (πŸ‘¨β€πŸ’» 340 Β· πŸ”€ 1K Β· πŸ“¦ 1.5K Β· πŸ“‹ 5.8K - 27% open Β· ⏱️ 31.08.2023): +- [GitHub](https://github.com/dagster-io/dagster) (πŸ‘¨β€πŸ’» 360 Β· πŸ”€ 1.1K Β· πŸ“¦ 1.6K Β· πŸ“‹ 6.1K - 28% open Β· ⏱️ 26.10.2023): ``` git clone https://github.com/dagster-io/dagster ```
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Kubeflow (Kubeflow Pipelines) (πŸ₯‰33 Β· ⭐ 13K) - Machine Learning Toolkit for Kubernetes. Apache-2 +
Luigi (πŸ₯‰32 Β· ⭐ 17K Β· πŸ“ˆ) - Luigi is a Python module that helps you build complex pipelines of.. Apache-2 -- [GitHub](https://github.com/kubeflow/kubeflow) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 2.1K Β· πŸ“₯ 79K Β· πŸ“¦ 41 Β· πŸ“‹ 3.7K - 4% open Β· ⏱️ 25.08.2023): +- [GitHub](https://github.com/spotify/luigi) (πŸ‘¨β€πŸ’» 610 Β· πŸ”€ 2.3K Β· πŸ“¦ 2.2K Β· πŸ“‹ 970 - 9% open Β· ⏱️ 25.10.2023): ``` - git clone https://github.com/kubeflow/kubeflow + git clone https://github.com/spotify/luigi ```
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Pachyderm (πŸ₯‰32 Β· ⭐ 6K Β· πŸ“ˆ) - Data-Centric Pipelines and Data Versioning. Apache-2 +
Kubeflow (Kubeflow Pipelines) (πŸ₯‰32 Β· ⭐ 13K Β· πŸ“‰) - Machine Learning Toolkit for Kubernetes. Apache-2 -- [GitHub](https://github.com/pachyderm/pachyderm) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 550 Β· πŸ“₯ 19K Β· πŸ“‹ 3.1K - 22% open Β· ⏱️ 31.08.2023): +- [GitHub](https://github.com/kubeflow/kubeflow) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 2.1K Β· πŸ“₯ 79K Β· πŸ“¦ 41 Β· πŸ“‹ 3.8K - 4% open Β· ⏱️ 26.10.2023): ``` - git clone https://github.com/pachyderm/pachyderm + git clone https://github.com/kubeflow/kubeflow ```
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Luigi (πŸ₯‰31 Β· ⭐ 17K) - Luigi is a Python module that helps you build complex pipelines of batch.. Apache-2 +
Pachyderm (πŸ₯‰32 Β· ⭐ 6K) - Data-Centric Pipelines and Data Versioning. Apache-2 -- [GitHub](https://github.com/spotify/luigi) (πŸ‘¨β€πŸ’» 600 Β· πŸ”€ 2.3K Β· πŸ“¦ 2.2K Β· πŸ“‹ 970 - 9% open Β· ⏱️ 20.08.2023): +- [GitHub](https://github.com/pachyderm/pachyderm) (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 560 Β· πŸ“₯ 27K Β· πŸ“‹ 3.1K - 22% open Β· ⏱️ 26.10.2023): ``` - git clone https://github.com/spotify/luigi + git clone https://github.com/pachyderm/pachyderm ```
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Metaflow (πŸ₯‰27 Β· ⭐ 6.9K Β· πŸ“‰) - Build and manage real-life data science projects with ease!. Apache-2 +
Metaflow (πŸ₯‰28 Β· ⭐ 7.1K) - Build and manage real-life data science projects with ease!. Apache-2 -- [GitHub](https://github.com/Netflix/metaflow) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 610 Β· πŸ“¦ 520 Β· πŸ“‹ 550 - 43% open Β· ⏱️ 29.08.2023): +- [GitHub](https://github.com/Netflix/metaflow) (πŸ‘¨β€πŸ’» 75 Β· πŸ”€ 630 Β· πŸ“¦ 540 Β· πŸ“‹ 560 - 42% open Β· ⏱️ 26.10.2023): ``` git clone https://github.com/Netflix/metaflow @@ -189,9 +185,9 @@ _Frameworks that allow the creation, management, and optimization of complex dat _Tools for data (and model) versioning_ -
dvc (Data Version Control) (πŸ₯‡38 Β· ⭐ 12K) - Data Version Control | Git for Data & Models | ML.. Apache-2 +
dvc (Data Version Control) (πŸ₯‡37 Β· ⭐ 12K Β· πŸ“‰) - Data Version Control | Git for Data & Models | ML.. Apache-2 -- [GitHub](https://github.com/iterative/dvc) (πŸ‘¨β€πŸ’» 280 Β· πŸ”€ 1.1K Β· πŸ“₯ 39K Β· πŸ“¦ 9.2K Β· πŸ“‹ 4.4K - 12% open Β· ⏱️ 30.08.2023): +- [GitHub](https://github.com/iterative/dvc) (πŸ‘¨β€πŸ’» 290 Β· πŸ”€ 1.1K Β· πŸ“₯ 40K Β· πŸ“¦ 10K Β· πŸ“‹ 4.5K - 12% open Β· ⏱️ 26.10.2023): ``` git clone https://github.com/iterative/dvc @@ -205,9 +201,9 @@ _Tools for data (and model) versioning_ _MLOps platforms that covers all the machine learning lifecycle._ -
Kubeflow (πŸ₯‡33 Β· ⭐ 13K) - Machine Learning Toolkit for Kubernetes. Apache-2 +
Kubeflow (πŸ₯‡32 Β· ⭐ 13K Β· πŸ“‰) - Machine Learning Toolkit for Kubernetes. Apache-2 -- [GitHub](https://github.com/kubeflow/kubeflow) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 2.1K Β· πŸ“₯ 79K Β· πŸ“¦ 41 Β· πŸ“‹ 3.7K - 4% open Β· ⏱️ 25.08.2023): +- [GitHub](https://github.com/kubeflow/kubeflow) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 2.1K Β· πŸ“₯ 79K Β· πŸ“¦ 41 Β· πŸ“‹ 3.8K - 4% open Β· ⏱️ 26.10.2023): ``` git clone https://github.com/kubeflow/kubeflow @@ -221,17 +217,17 @@ _MLOps platforms that covers all the machine learning lifecycle._ _Tools for managing machine learning experimentation/workflows_ -
MLFlow (Tracking) (πŸ₯‡37 Β· ⭐ 15K) - Open source platform for the machine learning lifecycle. Apache-2 +
MLFlow (Tracking) (πŸ₯‡37 Β· ⭐ 16K) - Open source platform for the machine learning lifecycle. Apache-2 -- [GitHub](https://github.com/mlflow/mlflow) (πŸ‘¨β€πŸ’» 630 Β· πŸ”€ 3.4K Β· πŸ“¦ 23K Β· πŸ“‹ 3.1K - 32% open Β· ⏱️ 31.08.2023): +- [GitHub](https://github.com/mlflow/mlflow) (πŸ‘¨β€πŸ’» 660 Β· πŸ”€ 3.5K Β· πŸ“¦ 25K Β· πŸ“‹ 3.2K - 30% open Β· ⏱️ 26.10.2023): ``` git clone https://github.com/mlflow/mlflow ```
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ClearML (πŸ₯‰29 Β· ⭐ 4.7K) - ClearML - Auto-Magical CI/CD to streamline your ML workflow... Apache-2 +
ClearML (πŸ₯‰29 Β· ⭐ 4.8K) - ClearML - Auto-Magical CI/CD to streamline your ML workflow... Apache-2 -- [GitHub](https://github.com/allegroai/clearml) (πŸ‘¨β€πŸ’» 84 Β· πŸ”€ 580 Β· πŸ“₯ 1.5K Β· πŸ“¦ 690 Β· πŸ“‹ 870 - 42% open Β· ⏱️ 30.08.2023): +- [GitHub](https://github.com/allegroai/clearml) (πŸ‘¨β€πŸ’» 87 Β· πŸ”€ 600 Β· πŸ“₯ 1.7K Β· πŸ“¦ 760 Β· πŸ“‹ 900 - 43% open Β· ⏱️ 24.10.2023): ``` git clone https://github.com/allegroai/clearml @@ -239,7 +235,7 @@ _Tools for managing machine learning experimentation/workflows_
sacred (πŸ₯‰25 Β· ⭐ 4.1K) - Sacred is a tool to help you configure, organize, log and reproduce.. MIT -- [GitHub](https://github.com/IDSIA/sacred) (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 360 Β· πŸ“¦ 2.5K Β· πŸ“‹ 560 - 17% open Β· ⏱️ 19.06.2023): +- [GitHub](https://github.com/IDSIA/sacred) (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 360 Β· πŸ“¦ 2.6K Β· πŸ“‹ 560 - 17% open Β· ⏱️ 19.06.2023): ``` git clone https://github.com/IDSIA/sacred @@ -253,41 +249,41 @@ _Tools for managing machine learning experimentation/workflows_ _Tools for model serving_ -
KServe (πŸ₯‡34 Β· ⭐ 2.4K) - Standardized Serverless ML Inference Platform on.. Apache-2 +
KServe (πŸ₯‡33 Β· ⭐ 2.5K Β· πŸ“‰) - Standardized Serverless ML Inference Platform on.. Apache-2 -- [GitHub](https://github.com/kserve/kserve) (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 780 Β· πŸ“₯ 490K Β· πŸ“¦ 200 Β· πŸ“‹ 1.5K - 21% open Β· ⏱️ 30.08.2023): +- [GitHub](https://github.com/kserve/kserve) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 810 Β· πŸ“₯ 630K Β· πŸ“¦ 250 Β· πŸ“‹ 1.5K - 20% open Β· ⏱️ 24.10.2023): ``` git clone https://github.com/kserve/kserve ```
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BentoML (πŸ₯ˆ31 Β· ⭐ 5.6K) - Build Production-Grade AI Applications. Apache-2 +
TensorFlow Serving (πŸ₯ˆ31 Β· ⭐ 6K Β· πŸ“ˆ) - A flexible, high-performance serving system for.. Apache-2 -- [GitHub](https://github.com/bentoml/BentoML) (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 610 Β· πŸ“₯ 2.1K Β· πŸ“¦ 1.2K Β· πŸ“‹ 920 - 17% open Β· ⏱️ 30.08.2023): +- [GitHub](https://github.com/tensorflow/serving) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 2.1K Β· πŸ“¦ 22 Β· πŸ“‹ 1.4K - 3% open Β· ⏱️ 26.10.2023): ``` - git clone https://github.com/bentoml/BentoML + git clone https://github.com/tensorflow/serving ```
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TensorFlow Serving (πŸ₯ˆ30 Β· ⭐ 5.9K Β· πŸ“ˆ) - A flexible, high-performance serving system for.. Apache-2 +
BentoML (πŸ₯ˆ31 Β· ⭐ 5.8K) - Build Production-Grade AI Applications. Apache-2 -- [GitHub](https://github.com/tensorflow/serving) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 2.1K Β· πŸ“¦ 12 Β· πŸ“‹ 1.4K - 3% open Β· ⏱️ 27.08.2023): +- [GitHub](https://github.com/bentoml/BentoML) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 640 Β· πŸ“₯ 2.1K Β· πŸ“¦ 1.3K Β· πŸ“‹ 930 - 17% open Β· ⏱️ 25.10.2023): ``` - git clone https://github.com/tensorflow/serving + git clone https://github.com/bentoml/BentoML ```
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TorchServe (πŸ₯ˆ30 Β· ⭐ 3.6K Β· πŸ“ˆ) - Serve, optimize and scale PyTorch models in production. Apache-2 +
TorchServe (πŸ₯ˆ31 Β· ⭐ 3.7K Β· πŸ“ˆ) - Serve, optimize and scale PyTorch models in production. Apache-2 -- [GitHub](https://github.com/pytorch/serve) (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 750 Β· πŸ“₯ 4.9K Β· πŸ“¦ 500 Β· πŸ“‹ 1.4K - 20% open Β· ⏱️ 31.08.2023): +- [GitHub](https://github.com/pytorch/serve) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 760 Β· πŸ“₯ 5.3K Β· πŸ“¦ 520 Β· πŸ“‹ 1.4K - 21% open Β· ⏱️ 25.10.2023): ``` git clone https://github.com/pytorch/serve ```
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Triton Inference Server (πŸ₯‰29 Β· ⭐ 6K) - The Triton Inference Server provides an optimized.. BSD-3 +
Triton Inference Server (πŸ₯‰29 Β· ⭐ 6.3K) - The Triton Inference Server provides an optimized.. BSD-3 -- [GitHub](https://github.com/triton-inference-server/server) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 1.2K Β· πŸ“₯ 200K Β· πŸ“‹ 3K - 8% open Β· ⏱️ 30.08.2023): +- [GitHub](https://github.com/triton-inference-server/server) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 1.2K Β· πŸ“₯ 200K Β· πŸ“‹ 3.1K - 8% open Β· ⏱️ 26.10.2023): ``` git clone https://github.com/triton-inference-server/server @@ -295,7 +291,7 @@ _Tools for model serving_
Seldon (πŸ₯‰29 Β· ⭐ 3.9K) - An MLOps framework to package, deploy, monitor and.. Apache-2 -- [GitHub](https://github.com/SeldonIO/seldon-core) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 760 Β· πŸ“₯ 580 Β· πŸ“¦ 510 Β· πŸ“‹ 2.2K - 3% open Β· ⏱️ 31.08.2023): +- [GitHub](https://github.com/SeldonIO/seldon-core) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 770 Β· πŸ“₯ 680 Β· πŸ“¦ 520 Β· πŸ“‹ 2.3K - 3% open Β· ⏱️ 09.10.2023): ``` git clone https://github.com/SeldonIO/seldon-core @@ -311,7 +307,7 @@ _Tools for training machine learning models._
TFX (πŸ₯‡25 Β· ⭐ 2K) - TFX is an end-to-end platform for deploying production ML pipelines. Apache-2 -- [GitHub](https://github.com/tensorflow/tfx) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 650 Β· πŸ“‹ 860 - 5% open Β· ⏱️ 31.08.2023): +- [GitHub](https://github.com/tensorflow/tfx) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 660 Β· πŸ“‹ 870 - 4% open Β· ⏱️ 18.10.2023): ``` git clone https://github.com/tensorflow/tfx diff --git a/history/2023-10-26_changes.md b/history/2023-10-26_changes.md new file mode 100644 index 0000000..320ec22 --- /dev/null +++ b/history/2023-10-26_changes.md @@ -0,0 +1,19 @@ +## πŸ“ˆ Trending Up + +_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ + +- Argo (πŸ₯ˆ39 Β· ⭐ 14K Β· πŸ“ˆ) - Workflow Engine for Kubernetes. Apache-2 +- Streamlit (πŸ₯‡35 Β· ⭐ 28K Β· πŸ“ˆ) - Streamlit A faster way to build and share data apps. Apache-2 +- Luigi (πŸ₯‰32 Β· ⭐ 17K Β· πŸ“ˆ) - Luigi is a Python module that helps you build complex pipelines of.. Apache-2 +- TensorFlow Serving (πŸ₯ˆ31 Β· ⭐ 6K Β· πŸ“ˆ) - A flexible, high-performance serving system for.. Apache-2 +- TorchServe (πŸ₯ˆ31 Β· ⭐ 3.7K Β· πŸ“ˆ) - Serve, optimize and scale PyTorch models in production. Apache-2 + +## πŸ“‰ Trending Down + +_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ + +- dvc (Data Version Control) (πŸ₯‡37 Β· ⭐ 12K Β· πŸ“‰) - Data Version Control | Git for Data & Models | ML.. Apache-2 +- KServe (πŸ₯‡33 Β· ⭐ 2.5K Β· πŸ“‰) - Standardized Serverless ML Inference Platform on.. Apache-2 +- Kubeflow (Kubeflow Pipelines) (πŸ₯‰32 Β· ⭐ 13K Β· πŸ“‰) - Machine Learning Toolkit for Kubernetes. Apache-2 +- Kubeflow (πŸ₯‡32 Β· ⭐ 13K Β· πŸ“‰) - Machine Learning Toolkit for Kubernetes. Apache-2 + diff --git a/history/2023-10-26_projects.csv b/history/2023-10-26_projects.csv new file mode 100644 index 0000000..3282cec --- /dev/null +++ b/history/2023-10-26_projects.csv @@ -0,0 +1,25 @@ +,name,category,github_id,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,github_release_downloads,monthly_downloads,release_count,description,dependent_project_count,github_dependent_project_count,contributor_count,projectrank,show,projectrank_placing,trending,labels,updated_github_id +0,Airflow,data-workflows,apache/airflow,https://github.com/apache/airflow,https://github.com/apache/airflow,Apache-2.0,2015-04-13 18:04:58,2023-10-26 17:57:13,2023-10-26 17:53:41,21825,1260.0,12507,758,23391,743,7405,32192,2023-10-12 10:58:32,2.7.2,554787.0,5661.0,72,"Apache Airflow - A platform to programmatically author, schedule, and monitor workflows.",8289.0,8289.0,3040,43,True,1,,, +1,Argo,data-workflows,argoproj/argo-workflows,https://github.com/argoproj/argo-workflows,https://github.com/argoproj/argo-workflows,Apache-2.0,2017-08-21 18:50:44,2023-10-26 17:36:52,2023-10-26 11:41:32,4806,291.0,2882,205,5651,863,4544,13574,2023-10-20 13:00:24,3.4.12,2968768.0,106027.0,100,Workflow Engine for Kubernetes.,202.0,202.0,813,39,True,2,1.0,, +2,MLFlow (Tracking),mlops-experimentation-tracking,mlflow/mlflow,https://github.com/mlflow/mlflow,https://github.com/mlflow/mlflow,Apache-2.0,2018-06-05 16:05:58,2023-10-26 17:43:25,2023-10-26 16:02:05,4888,472.0,3523,293,6730,1001,2238,15647,2023-09-17 21:48:08,2.7.1,,,75,Open source platform for the machine learning lifecycle.,25292.0,25292.0,662,37,True,1,,, +3,dvc (Data Version Control),data-versioning,iterative/dvc,https://github.com/iterative/dvc,https://github.com/iterative/dvc,Apache-2.0,2017-03-04 08:16:33,2023-10-26 18:00:12,2023-10-26 17:58:45,9039,150.0,1079,135,5219,571,3925,12124,2023-10-18 19:59:54,3.27.0,39532.0,3294.0,100,Data Version Control | Git for Data & Models | ML Experiments Management.,10177.0,10177.0,289,37,True,1,-1.0,, +4,Streamlit,data-visualization,streamlit/streamlit,https://github.com/streamlit/streamlit,https://github.com/streamlit/streamlit,Apache-2.0,2019-08-24 00:14:52,2023-10-26 17:20:21,2023-10-26 16:34:24,5903,261.0,2432,306,3851,656,3004,28114,2023-10-26 17:18:34,1.28.0,,,67,Streamlit A faster way to build and share data apps.,1030.0,1030.0,203,35,True,1,1.0,['python'], +5,Gradio,data-visualization,gradio-app/gradio,https://github.com/gradio-app/gradio,https://github.com/gradio-app/gradio,Apache-2.0,2018-12-19 08:24:04,2023-10-26 17:20:03,2023-10-26 04:54:01,5807,342.0,1583,141,2729,438,2558,22960,2023-08-23 23:33:20,3.41.0,,,100,"Build and share delightful machine learning apps, all in Python. Star to support our work!.",15634.0,15634.0,217,35,True,1,,['python'], +6,dagster,data-workflows,dagster-io/dagster,https://github.com/dagster-io/dagster,https://github.com/dagster-io/dagster,Apache-2.0,2018-04-30 16:30:04,2023-10-26 17:51:25,2023-10-26 16:25:40,16240,1093.0,1062,102,10581,1710,4356,8724,2023-10-19 18:48:39,1.5.4,,,100,"An orchestration platform for the development, production, and observation of data assets.",1622.0,1622.0,355,35,True,2,,, +7,Dash,data-visualization,plotly/dash,https://github.com/plotly/dash,https://github.com/plotly/dash,MIT,2015-04-10 01:53:08,2023-10-26 17:18:02,2023-10-26 17:17:58,7067,114.0,1879,415,999,749,831,19531,2023-10-11 15:59:34,2.14.0,,,63,Data Apps & Dashboards for Python. No JavaScript Required.,53176.0,53176.0,141,34,True,3,,['python'], +8,KServe,model-serving,kserve/kserve,https://github.com/kserve/kserve,https://github.com/kserve/kserve,Apache-2.0,2019-03-27 21:14:14,2023-10-25 13:13:18,2023-10-24 19:16:20,1294,42.0,806,58,1570,316,1204,2539,2023-09-22 22:53:56,0.11.1,632370.0,12905.0,26,Standardized Serverless ML Inference Platform on Kubernetes.,247.0,247.0,216,33,True,1,-1.0,"['tensorflow', 'pytorch', 'onnx']", +9,Luigi,data-workflows,spotify/luigi,https://github.com/spotify/luigi,https://github.com/spotify/luigi,Apache-2.0,2012-09-20 15:06:38,2023-10-25 23:50:30,2023-10-25 23:50:29,4088,10.0,2284,479,2280,93,879,16872,2023-10-05 11:21:35,3.4.0,,,57,"Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution,..",2228.0,2228.0,606,32,True,3,1.0,, +10,Kubeflow (Kubeflow Pipelines),data-workflows,kubeflow/kubeflow,https://github.com/kubeflow/kubeflow,https://github.com/kubeflow/kubeflow,Apache-2.0,2017-11-30 18:44:19,2023-10-26 15:48:19,2023-10-26 14:46:10,2510,42.0,2120,362,3568,176,3612,13074,2023-03-29 15:38:55,1.7.0,79131.0,1181.0,87,Machine Learning Toolkit for Kubernetes.,41.0,41.0,301,32,True,3,-1.0,, +11,Kubeflow,mlops-end2end,kubeflow/kubeflow,https://github.com/kubeflow/kubeflow,https://github.com/kubeflow/kubeflow,Apache-2.0,2017-11-30 18:44:19,2023-10-26 15:48:19,2023-10-26 14:46:10,2510,42.0,2120,362,3568,176,3612,13074,2023-03-29 15:38:55,1.7.0,79131.0,1181.0,87,Machine Learning Toolkit for Kubernetes.,41.0,41.0,301,32,True,1,-1.0,, +12,Pachyderm,data-workflows,pachyderm/pachyderm,https://github.com/pachyderm/pachyderm,https://github.com/pachyderm/pachyderm,Apache-2.0,2014-09-04 07:50:02,2023-10-26 18:01:19,2023-10-26 17:26:06,22114,212.0,556,163,6382,700,2387,5993,2023-10-19 17:23:33,2.6.11,26577.0,4429.0,100,Data-Centric Pipelines and Data Versioning.,,,188,32,True,3,,, +13,TensorFlow Serving,model-serving,tensorflow/serving,https://github.com/tensorflow/serving,https://github.com/tensorflow/serving,Apache-2.0,2016-01-26 21:48:20,2023-10-26 13:02:32,2023-10-26 13:02:30,7979,247.0,2114,240,738,45,1395,5963,2023-09-29 21:29:45,2.13.1,,,100,"A flexible, high-performance serving system for machine learning models.",22.0,22.0,222,31,True,2,1.0,['tensorflow'], +14,BentoML,model-serving,bentoml/BentoML,https://github.com/bentoml/BentoML,https://github.com/bentoml/BentoML,Apache-2.0,2019-04-02 01:39:27,2023-10-26 07:31:12,2023-10-25 23:27:44,2671,105.0,644,73,3094,167,767,5827,2023-10-12 18:24:57,1.1.7,2115.0,39.0,92,Build Production-Grade AI Applications.,1332.0,1332.0,180,31,True,2,,"['tensorflow', 'pytorch', 'onnx']", +15,TorchServe,model-serving,pytorch/serve,https://github.com/pytorch/serve,https://github.com/pytorch/serve,Apache-2.0,2019-10-03 03:17:43,2023-10-26 17:38:07,2023-10-25 20:45:18,3566,110.0,759,56,1303,311,1122,3700,2023-10-13 00:21:43,0.9.0,5334.0,127.0,20,"Serve, optimize and scale PyTorch models in production.",525.0,525.0,176,31,True,2,1.0,['pytorch'], +16,Triton Inference Server,model-serving,triton-inference-server/server,https://github.com/triton-inference-server/server,https://github.com/triton-inference-server/server,BSD-3-Clause,2018-10-04 21:10:30,2023-10-26 17:40:24,2023-10-26 17:40:23,3180,86.0,1243,132,3273,257,2844,6262,2023-09-27 21:40:36,2.38.0,203583.0,3450.0,59,The Triton Inference Server provides an optimized cloud and edge inferencing solution.,,,106,29,True,3,,"['tensorflow', 'pytorch']", +17,ClearML,mlops-experimentation-tracking,allegroai/clearml,https://github.com/allegroai/clearml,https://github.com/allegroai/clearml,Apache-2.0,2019-06-10 08:18:32,2023-10-25 08:24:36,2023-10-24 15:45:18,2223,58.0,602,90,237,389,507,4813,2023-09-25 21:43:22,1.13.1,1677.0,32.0,89,"ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management.",765.0,765.0,87,29,True,3,,, +18,Seldon,model-serving,SeldonIO/seldon-core,https://github.com/SeldonIO/seldon-core,https://github.com/SeldonIO/seldon-core,Apache-2.0,2017-12-20 14:51:54,2023-10-25 21:48:21,2023-10-09 08:31:40,7304,10.0,774,85,2885,82,2178,3949,2023-08-17 09:13:00,1.17.1,684.0,9.0,62,"An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models.",515.0,515.0,200,29,True,3,,"['tensorflow', 'pytorch', 'onnx']", +19,Metaflow,data-workflows,Netflix/metaflow,https://github.com/Netflix/metaflow,https://github.com/Netflix/metaflow,Apache-2.0,2019-09-17 17:48:25,2023-10-26 17:54:42,2023-10-26 17:54:20,796,54.0,632,275,1045,238,326,7083,2023-10-18 10:45:01,2.10.3,,,98,Build and manage real-life data science projects with ease!.,541.0,541.0,75,28,True,3,,, +20,voila,data-visualization,voila-dashboards/voila,https://github.com/voila-dashboards/voila,https://github.com/voila-dashboards/voila,,2018-08-21 14:21:42,2023-10-25 09:03:40,2023-10-25 09:03:40,1428,36.0,473,77,712,271,418,4963,2023-09-18 07:11:18,0.5.4,949.0,37.0,43,Voil turns Jupyter notebooks into standalone web applications.,10388.0,10388.0,67,28,False,3,,, +21,Labelimg,data-labelling,heartexlabs/labelImg,https://github.com/HumanSignal/labelImg,https://github.com/HumanSignal/labelImg,MIT,2015-09-17 01:33:59,2023-05-31 00:41:28,2022-09-22 22:12:32,449,,5791,393,242,395,363,20820,2018-12-03 05:40:38,1.8.1,,,2,LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer..,1013.0,1013.0,109,27,False,1,,,HumanSignal/labelImg +22,sacred,mlops-experimentation-tracking,IDSIA/sacred,https://github.com/IDSIA/sacred,https://github.com/IDSIA/sacred,MIT,2014-03-31 18:05:29,2023-06-19 05:07:43,2023-06-19 05:07:42,1342,,360,71,364,95,460,4105,2023-01-25 17:03:54,0.8.4,,,12,"Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.",2633.0,2633.0,105,25,True,3,,, +23,TFX,model-training,tensorflow/tfx,https://github.com/tensorflow/tfx,https://github.com/tensorflow/tfx,Apache-2.0,2019-02-04 17:14:36,2023-10-26 17:51:14,2023-10-18 20:24:26,5372,177.0,659,89,5510,41,833,2015,2023-09-06 18:31:57,1.14.0,,,91,TFX is an end-to-end platform for deploying production ML pipelines.,,,178,25,True,1,,['tensorflow'], diff --git a/latest-changes.md b/latest-changes.md index a9f617c..320ec22 100644 --- a/latest-changes.md +++ b/latest-changes.md @@ -2,15 +2,18 @@ _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ -- dagster (πŸ₯ˆ35 Β· ⭐ 8.3K Β· πŸ“ˆ) - An orchestration platform for the development, production, and.. Apache-2 -- Pachyderm (πŸ₯‰32 Β· ⭐ 6K Β· πŸ“ˆ) - Data-Centric Pipelines and Data Versioning. Apache-2 -- TensorFlow Serving (πŸ₯ˆ30 Β· ⭐ 5.9K Β· πŸ“ˆ) - A flexible, high-performance serving system for.. Apache-2 -- TorchServe (πŸ₯ˆ30 Β· ⭐ 3.6K Β· πŸ“ˆ) - Serve, optimize and scale PyTorch models in production. Apache-2 +- Argo (πŸ₯ˆ39 Β· ⭐ 14K Β· πŸ“ˆ) - Workflow Engine for Kubernetes. Apache-2 +- Streamlit (πŸ₯‡35 Β· ⭐ 28K Β· πŸ“ˆ) - Streamlit A faster way to build and share data apps. Apache-2 +- Luigi (πŸ₯‰32 Β· ⭐ 17K Β· πŸ“ˆ) - Luigi is a Python module that helps you build complex pipelines of.. Apache-2 +- TensorFlow Serving (πŸ₯ˆ31 Β· ⭐ 6K Β· πŸ“ˆ) - A flexible, high-performance serving system for.. Apache-2 +- TorchServe (πŸ₯ˆ31 Β· ⭐ 3.7K Β· πŸ“ˆ) - Serve, optimize and scale PyTorch models in production. Apache-2 ## πŸ“‰ Trending Down _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ -- Argo (πŸ₯ˆ38 Β· ⭐ 13K Β· πŸ“‰) - Workflow engine for Kubernetes. Apache-2 -- Metaflow (πŸ₯‰27 Β· ⭐ 6.9K Β· πŸ“‰) - Build and manage real-life data science projects with ease!. Apache-2 +- dvc (Data Version Control) (πŸ₯‡37 Β· ⭐ 12K Β· πŸ“‰) - Data Version Control | Git for Data & Models | ML.. Apache-2 +- KServe (πŸ₯‡33 Β· ⭐ 2.5K Β· πŸ“‰) - Standardized Serverless ML Inference Platform on.. Apache-2 +- Kubeflow (Kubeflow Pipelines) (πŸ₯‰32 Β· ⭐ 13K Β· πŸ“‰) - Machine Learning Toolkit for Kubernetes. Apache-2 +- Kubeflow (πŸ₯‡32 Β· ⭐ 13K Β· πŸ“‰) - Machine Learning Toolkit for Kubernetes. Apache-2