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The Top 538 Machine Learning Numpy Open Source Projects

Categories > Machine Learning > Machine Learning
Categories > Mathematics > Numpy
Pytorch ⭐ 56,268
Tensors and Dynamic neural networks in Python with strong GPU acceleration
total releases 267most recent commit 9 hours ago
Data Science Ipython Notebooks ⭐ 22,662
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
most recent commit 2 months ago
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit 2 months ago
Datasets ⭐ 13,489
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 187total releases 46most recent commit 12 hours agopypi datasets} Downloads
Cheatsheets Ai ⭐ 13,281
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat
most recent commit 3 years ago
Numpy Ml ⭐ 11,141
Machine learning, in numpy
total releases 3most recent commit 5 months ago
Effectivetensorflow ⭐ 8,646
TensorFlow tutorials and best practices.
most recent commit 2 years ago
Tutorials ⭐ 8,562
机器学习相关教程
most recent commit 2 years ago
Mlcourse.ai ⭐ 8,147
Open Machine Learning Course
most recent commit 2 months ago
Tensorboardx ⭐ 7,338
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
dependent packages 209total releases 17most recent commit 11 days agopypi tensorboardX} Downloads
Abu ⭐ 7,101
阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构
most recent commit a year ago
Trax ⭐ 6,911
Trax — Deep Learning with Clear Code and Speed
total releases 24most recent commit 10 days ago
Chainer ⭐ 5,667
A flexible framework of neural networks for deep learning
total releases 17most recent commit 3 months ago
Megengine ⭐ 4,244
MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架
most recent commit 2 days ago
Ai Learn ⭐ 3,947
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
most recent commit 2 years ago
Orange3 ⭐ 3,419
🍊 📊 💡 Orange: Interactive data analysis
dependent packages 37total releases 56most recent commit 3 days agopypi Orange3} Downloads
Datasets ⭐ 3,264
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
dependent packages 111total releases 26most recent commit 14 hours agopypi tensorflow-datasets} Downloads
Machine_learning_complete ⭐ 2,431
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
most recent commit 12 days ago
Mars ⭐ 2,420
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
dependent packages 1total releases 114most recent commit 11 hours agopypi pymars} Downloads
Gluon Nlp ⭐ 2,390
NLP made easy
dependent packages 11total releases 26most recent commit 2 months agopypi gluonnlp} Downloads
Ml Tutorial Experiment ⭐ 2,352
Coding the Machine Learning Tutorial for Learning to Learn
most recent commit 3 years ago
Deeplearning ⭐ 2,347
Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
most recent commit 2 years ago
Machine Learning With Python ⭐ 2,221
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
most recent commit 5 months ago
Ivy ⭐ 1,933
The Unified Machine Learning Framework
dependent packages 6total releases 19most recent commit 10 hours agopypi ivy-core} Downloads
Vectorbt ⭐ 1,923
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
dependent packages 9total releases 53most recent commit 5 days agopypi vectorbt} Downloads
Learn Machine Learning In Two Months ⭐ 1,633
Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.
most recent commit 10 months ago
Effectivepytorch ⭐ 1,321
PyTorch tutorials and best practices.
most recent commit a month ago
Tensorly ⭐ 1,227
TensorLy: Tensor Learning in Python.
dependent packages 20total releases 18most recent commit 20 days agopypi tensorly} Downloads
Data Science Complete Tutorial ⭐ 1,225
For extensive instructor led learning
most recent commit 4 months ago
Machine Learning Experiments ⭐ 1,188
🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo
most recent commit 4 months ago
Projectlearn Project Based Learning ⭐ 1,110
A curated list of project tutorials for project-based learning.
most recent commit 2 months ago
Numsharp ⭐ 1,031
High Performance Computation for N-D Tensors in .NET, similar API to NumPy.
dependent packages 19total releases 44most recent commit 4 months agonuget NumSharp} Downloads
Machinelearning ⭐ 983
Machine learning algorithms implemented by pure numpy
most recent commit 2 months ago
Play With Machine Learning Algorithms ⭐ 981
Code of my MOOC Course <Play with Machine Learning Algorithms>. Updated contents and practices are also included. 我在慕课网上的课程《Python3 入门机器学习》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。
most recent commit 2 years ago
Keract ⭐ 980
Layers Outputs and Gradients in Keras. Made easy.
most recent commit 16 days ago
Ml Foundations ⭐ 970
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
most recent commit 10 days ago
Geneticalgorithmpython ⭐ 879
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
dependent packages 3total releases 45most recent commit 3 days agopypi pygad} Downloads
Madmom ⭐ 854
Python audio and music signal processing library
dependent packages 10total releases 11most recent commit 4 months agopypi madmom} Downloads
Machine_learning_refined ⭐ 834
Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).
most recent commit a year ago
Pysr ⭐ 667
High-Performance Symbolic Regression in Python
total releases 109most recent commit 19 hours ago
Sdc ⭐ 636
Numba extension for compiling Pandas data frames, Intel® Scalable Dataframe Compiler
most recent commit 6 months ago
Jetson Containers ⭐ 583
Machine Learning Containers for NVIDIA Jetson and JetPack-L4T
most recent commit 20 hours ago
Python ⭐ 537
This repository helps you understand python from the scratch.
most recent commit a month ago
Awesome Jax ⭐ 535
JAX - A curated list of resources https://github.com/google/jax
most recent commit 2 months ago
Awesome Learn Datascience ⭐ 523
📈 Curated list of resources to help you get started with Data Science
most recent commit 9 months ago
Stats Maths With Python ⭐ 492
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
most recent commit 7 months ago
Deep Learning Wizard ⭐ 485
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.
most recent commit 2 months ago
Pandapy ⭐ 483
PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai)
total releases 22most recent commit 7 months ago
Andrew Ng Notes ⭐ 466
This is Andrew NG Coursera Handwritten Notes.
most recent commit 3 months ago
Hamilton ⭐ 460
A scalable general purpose micro-framework for defining dataflows. You can use it to create dataframes, numpy matrices, python objects, ML models, etc.
total releases 15most recent commit 15 days ago
Gdrl ⭐ 422
Grokking Deep Reinforcement Learning
most recent commit 4 months ago
Machinelearning ⭐ 406
Machine Learning
most recent commit 5 years ago
Workshopscipy ⭐ 396
A workshop for scientific computing in Python. ( December 2017 )
most recent commit 4 years ago
Matrex ⭐ 374
A blazing fast matrix library for Elixir/Erlang with C implementation using CBLAS.
dependent packages 1total releases 18most recent commit 2 years agohex matrex} Downloads
Carefree Learn ⭐ 361
Deep Learning ❤️ PyTorch
total releases 21most recent commit 3 days ago
Bootcamp_python ⭐ 318
Bootcamp to learn Python for Machine Learning
most recent commit 6 days ago
Pytorch Tutorials Examples And Books ⭐ 316
PyTorch1.x tutorials, examples and some books I found 【不定期更新】整理的PyTorch 1.x 最新版教程、例子和书籍
most recent commit 2 years ago
Thesemicolon ⭐ 312
This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
most recent commit 4 years ago
Data Science Hacks ⭐ 300
Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.
most recent commit 7 months ago
Pyfasttext ⭐ 229
Yet another Python binding for fastText
total releases 13most recent commit 3 years ago
Pysurvival ⭐ 214
Open source package for Survival Analysis modeling
most recent commit 3 months ago
Ml Feynman Experience ⭐ 213
A collection of analytics methods implemented with Python on Google Colab
most recent commit 2 years ago
Introduction_to_ml_with_python ⭐ 198
도서 "[개정판] 파이썬 라이브러리를 활용한 머신 러닝"의 주피터 노트북과 코드입니다.
most recent commit a year ago
Machine Learning ⭐ 196
从零基础开始机器学习之旅
most recent commit 4 years ago
Machinelearninginaction3x ⭐ 195
Source Code for Machine Learning in Action for Python 3.X
most recent commit 2 years ago
Funsor ⭐ 193
Functional tensors for probabilistic programming
dependent packages 3total releases 9most recent commit 2 months agopypi funsor} Downloads
Get Started With Jax ⭐ 186
The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.
most recent commit 4 months ago
Observations ⭐ 182
Tools for loading standard data sets in machine learning
dependent packages 2total releases 6most recent commit 4 years agopypi Observations} Downloads
Np_ml ⭐ 179
A tool library of classical machine learning algorithms with only numpy.
most recent commit a year ago
Ditching Excel For Python ⭐ 175
Functionalities in Excel translated to Python
most recent commit a year ago
Climin ⭐ 169
Optimizers for machine learning
most recent commit 6 years ago
Py_ml_utils ⭐ 167
Some small utility modules to help with pandas, numpy and sklearn usage in other projects
most recent commit 3 years ago
Machine Learning Projects ⭐ 163
This repository consists of all my Machine Learning Projects.
most recent commit a year ago
Learn Python ⭐ 152
Python Top 45 Articles of 2017
most recent commit 4 years ago
Color_recognition ⭐ 148
Color Recognition on a Webcam Stream / on Video / on a Single Image using K-Nearest Neighbors (KNN) is Trained with Color Histogram Features.
most recent commit a year ago
Tiny_ml ⭐ 137
numpy 实现的 周志华《机器学习》书中的算法及其他一些传统机器学习算法
most recent commit 2 years ago
Ml ⭐ 132
经典机器学习算法的极简实现
most recent commit 4 days ago
Machine Learning ⭐ 129
个人机器学习(Machine Learning, ML)笔记
most recent commit 3 years ago
Support Tickets Classification ⭐ 128
This case study shows how to create a model for text analysis and classification and deploy it as a web service in Azure cloud in order to automatically classify support tickets. This project is a proof of concept made by Microsoft (Commercial Software Engineering team) in collaboration with Endava http://endava.com/en
most recent commit a year ago
Color Tracker ⭐ 122
Color tracking with OpenCV
total releases 5most recent commit 2 years ago
Ml Cheatsheet ⭐ 115
A constantly updated python machine learning cheatsheet
most recent commit 5 years ago
Brainforge ⭐ 111
A Neural Networking library based on NumPy only
most recent commit 2 years ago
Stock Price Predictor ⭐ 107
This project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.
most recent commit 4 years ago
Data Science Tutorials ⭐ 105
Python Tutorials for Data Science
most recent commit 22 days ago
Datalab Ml Training ⭐ 95
Machine Learning Training
most recent commit 2 years ago
30 Days Of Ml Kaggle ⭐ 93
Machine learning beginner to Kaggle competitor in 30 days. Non-coders welcome. The program starts Monday, August 2, and lasts four weeks. It's designed for people who want to learn machine learning.
most recent commit 9 months ago
Neural Network From Scratch ⭐ 91
A Neural Network implemented from scratch (using only numpy) in Python.
most recent commit 3 years ago
Pymc Example Project ⭐ 87
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
most recent commit 3 years ago
Smallpebble ⭐ 80
Minimal deep learning library written from scratch in Python, using NumPy/CuPy.
total releases 8most recent commit 2 months ago
Docker Alpine Python Machinelearning ⭐ 75
Small Docker image with Python Machine Learning tools (~180MB) https://hub.docker.com/r/frolvlad/alpine-python-ma
most recent commit 2 years ago
Flatiron School Data Science Curriculum Resources ⭐ 75
Lesson material on data science and machine learning topics/concepts
most recent commit a year ago
Docker Python Deep Learning ⭐ 74
A container for Deep Learning with Python 3
most recent commit 2 years ago
Odak ⭐ 73
🔬 Scientific computing library for optics 🔭, computer graphics 💻 and visual perception 👀
total releases 6most recent commit 13 days ago
Credit Risk Modelling ⭐ 71
Credit Risk analysis by using Python and ML
most recent commit 5 years ago
Data Science Notebooks ⭐ 70
Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.
most recent commit 3 years ago
Pydiogment ⭐ 68
📣 Python library for audio augmentation
total releases 4most recent commit a month ago
Data Analysis Science ⭐ 68
The overall objective of this toolkit is to provide and offer a free collection of data analysis and machine learning that is specifically suited for doing data science. Its purpose is to get you started in a matter of minutes. You can run this collections either in Jupyter notebook or python alone.
most recent commit 4 years ago
Irwin ⭐ 68
irwin - the protector of lichess from all chess players villainous
most recent commit 2 years ago
Numpyann ⭐ 67
Implementation of Artificial Neural Networks using NumPy
most recent commit a year ago
Awesome Ebooks ⭐ 67
收录开源的经典技术书籍 PDF 文件及相关网站，持续更新中...
most recent commit 4 months ago
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