Python Machinelearning

Open-source Python projects categorized as Machinelearning | Edit details

Top 18 Python Machinelearning Projects

  • horovod

    Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

    Project mention: [D] PyTorch Distributed Training Libraries: What are the current options? | reddit.com/r/MachineLearning | 2021-12-07

    Check out Horovod - https://github.com/horovod/horovod

  • ludwig

    Data-centric declarative deep learning framework

    Project mention: Most Frequent 600 Coding Questions on LeetCode | reddit.com/r/cscareerquestions | 2021-10-26

    They list themselves all over the internet as an "open source contributor" to Uber, which as far I can tell is based entirely on... reporting that there was an issue with a favicon. To me, it seems like they'll be cheating anybody who employs them based on this, ahem, "experience". And that feels like the tip of the iceberg.

  • OPS

    OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.

  • vaex

    Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

    Project mention: Python Pandas vs Dask for csv file reading | reddit.com/r/dataengineering | 2022-01-13

    How about vaex?

  • igel

    a delightful machine learning tool that allows you to train, test, and use models without writing code

    Project mention: Train/fit, test, and use models without writing code | reddit.com/r/ArtificialInteligence | 2021-06-29

    Link to the repo: https://github.com/nidhaloff/igel

  • clearml

    ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management

    Project mention: [D] Drop your best open source Deep learning related Project | reddit.com/r/MachineLearning | 2021-12-30

    Hi there. ClearML is our open-source solution which is part of the PyTorch ecosystem. We would really appreciate it if you read our README and starred us if you like what you see!

  • tslearn

    A machine learning toolkit dedicated to time-series data

    Project mention: tslearn: NEW Data - star count:1977.0 | reddit.com/r/algoprojects | 2022-01-23
  • nsfw_model

    Keras model of NSFW detector

    Project mention: How To: NSFW Image detection on Digital Ocean Apps | dev.to | 2021-06-08

    Making predictions based on images involves two basic steps: training the data and then processing the prediction. How to train the ML model can be found in the Github repo: GantMan/nsfw_model.

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • pytorch2keras

    PyTorch to Keras model convertor

    Project mention: Is Pytorch good deployment wise? | reddit.com/r/learnmachinelearning | 2021-06-22

    But of course, you can always train a model with one framework and run inference with another. For instance, pytorch2keras does exactly this.

  • deepsparse

    Neural network inference engine that delivers GPU-class performance for sparsified models on CPUs

    Project mention: [D] How does the DeepSparse Engine work? | reddit.com/r/MachineLearning | 2021-10-23

    Neural magic has open source tools for pruning models and the DeepSparse efficiently executes the sparse models on CPU. Here is the only description of the inner workings I could find. source

  • LiuAlgoTrader

    Framework for algorithmic trading

    Project mention: Tear-sheet for trading volatility on two leveraged ETFs using LiuAlgoTrader | reddit.com/r/algotrading | 2021-05-30

    LiuAlgoTrader GitHub repo, Trading bands source code

  • yolo-hand-detection

    A pre-trained YOLO based hand detection network.

    Project mention: Looking for Hand Detection pre trained model | reddit.com/r/deeplearning | 2021-08-31

    I am looking for a hand detection (hand position on frame) pre trained model. I tried this YOLO model on github here. It is working but getting very low fps (like 2-5 fps) on VideoCapture.

  • sagemaker-explaining-credit-decisions

    Amazon SageMaker Solution for explaining credit decisions.

    Project mention: Deploying a LightGBM classifier as a AWS Sagemaker endpoint? | reddit.com/r/mlops | 2021-08-25

    Have looked at: https://sagemaker-examples.readthedocs.io/en/latest/advanced_functionality/scikit_bring_your_own/scikit_bring_your_own.html https://docs.aws.amazon.com/sagemaker/latest/dg/docker-containers-create.html https://sagemaker-immersionday.workshop.aws/lab3/option1.html The above don't specify LightGBM, but the concept of Bring Your Own Container/Algorithm is the same. I think this article might be more than what you need, buy it does reference LightGBM https://github.com/awslabs/sagemaker-explaining-credit-decisions And also this one https://github.com/aws-samples/amazon-sagemaker-script-mode/blob/master/lightgbm-byo/lightgbm-byo.ipynb

  • fastchess

    Predicts the best chess move with 27.5% accuracy by a single matrix multiplication

  • type4py

    Type4Py: Deep Similarity Learning-Based Type Inference for Python

    Project mention: Type4Py: Machine Learning-based Type Auto-completion for Python | reddit.com/r/madeinpython | 2021-07-23

    The Type4Py model and its pipeline are implemented in Python.

  • mlf-core

    CPU and GPU deterministic and therefore fully reproducible machine learning pipelines using MLflow.

    Project mention: [D] “Please Commit More Blatant Academic Fraud” (Blog post on problems in ML research by Jacob Buckman) | reddit.com/r/MachineLearning | 2021-05-31

    Link: https://github.com/mlf-core/mlf-core

  • ds2ai

    The MLOps platform for innovators 🚀

    Project mention: DS2.ai Release: End-to-End MLOps Platform | reddit.com/r/programming | 2021-07-13
  • Machine-Learning-Cyrillic-Classifier

    This is a web app where you can draw a letter in the russian alphabet and the ML algorithm will predict the letter that you drew.

    Project mention: Hello there!, I did a Cyrillic Classifier as a data science project for my university and I wanted to share with you | reddit.com/r/Python | 2021-05-10

    GitHub repo

  • Finance-Using-Python

    This product helps to understand the stocks in visual manner and as well as it saves the record. And help to predict the data

    Project mention: Live Matplotlib Initializing | reddit.com/r/Python | 2021-06-17

    source: https://github.com/Aaris-Kazi/Finance-Using-Python

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2022-01-23.

Python Machinelearning related posts

Index

What are some of the best open-source Machinelearning projects in Python? This list will help you:

Project Stars
1 horovod 12,057
2 ludwig 8,065
3 vaex 6,866
4 igel 2,963
5 clearml 2,932
6 tslearn 1,975
7 nsfw_model 857
8 pytorch2keras 770
9 deepsparse 363
10 LiuAlgoTrader 322
11 yolo-hand-detection 156
12 sagemaker-explaining-credit-decisions 74
13 fastchess 65
14 type4py 34
15 mlf-core 31
16 ds2ai 8
17 Machine-Learning-Cyrillic-Classifier 1
18 Finance-Using-Python 0
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