Python Machinelearning

Open-source Python projects categorized as Machinelearning | Edit details

Top 18 Python Machinelearning Projects

  • GitHub repo horovod

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

    Project mention: [D] GPU buying recommendation | reddit.com/r/MachineLearning | 2021-07-17

    If you just want to run tensorflow or pytorch for a Jupyter notebook, setting the environment shouldn't be difficult. I know that AWS has a marketplace of preconfigured images. However, you can go as advanced as setting up a cluster of gpu-equipped nodes to setup Horovod (https://github.com/horovod/horovod) to do distributed machine learning. Yes, there's a learning curve, but you cannot acquire this skillet any other way.

  • GitHub repo 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.

  • Nanos

    Run Linux Software Faster and Safer than Linux with Unikernels.

  • GitHub repo vaex

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

    Project mention: For stocks, what historical data do you store and how do you store it? | reddit.com/r/algotrading | 2021-05-14

    You might find vaex (https://github.com/vaexio/vaex) interesting if you work with HDF5.

  • GitHub repo 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

  • GitHub repo clearml

    ClearML - Auto-Magical Suite of tools to streamline your ML workflow. Experiment Manager, MLOps and Data-Management

    Project mention: [D] Facebook Visdom vs Google Tensorboard for Pytorch | reddit.com/r/MachineLearning | 2021-09-26

    I'm talking about ClearML😅 trying not to shill for open-source but ~5000 teams have already chosen 💪 https://github.com/allegroai/clearml

  • GitHub repo tslearn

    A machine learning toolkit dedicated to time-series data

    Project mention: Yes, those patterns y'all keep posting are real! The similarity in meme stock price movement is statistically significant and differs significantly from a control group of boomer stocks (answer to u/HomeDepotHank69). | reddit.com/r/Superstonk | 2021-06-04

    (see https://github.com/tslearn-team/tslearn https://towardsdatascience.com/how-to-apply-k-means-clustering-to-time-series-data-28d04a8f7da3)

  • GitHub repo 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

    Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.

  • GitHub repo 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.

  • GitHub repo 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

  • GitHub repo 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

  • GitHub repo 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.

  • GitHub repo 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

  • GitHub repo fastchess

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

    Project mention: Building My Own Chess Engine – Andrew Healey | news.ycombinator.com | 2020-12-23

    For people who'd like the joy of seeing their hobby engine face real people, Lichess has a nice system for verified bot accounts: https://lichess.org/team/lichess-bots

    I'm personally running bits for sunfish https://github.com/thomasahle/sunfish and fastchess https://github.com/thomasahle/fastchess

    There are way too many stockfish clones on there. I hope more hobby chess engine builders will join in.

  • GitHub repo 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.

  • GitHub repo 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

  • GitHub repo ds2ai

    The MLOps platform for innovators 🚀

    Project mention: DS2.ai Release: End-to-End MLOps Platform | reddit.com/r/programming | 2021-07-13
  • GitHub repo 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

  • 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 2021-10-26.

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 11,881
2 ludwig 7,987
3 vaex 6,742
4 igel 2,951
5 clearml 2,820
6 tslearn 1,882
7 nsfw_model 831
8 pytorch2keras 756
9 deepsparse 339
10 LiuAlgoTrader 250
11 yolo-hand-detection 143
12 sagemaker-explaining-credit-decisions 74
13 fastchess 62
14 type4py 32
15 mlf-core 31
16 ds2ai 8
17 Machine-Learning-Cyrillic-Classifier 1
18 Finance-Using-Python 0
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