933 Open Source Numpy Software Projects
Free and open source numpy code projects including engines, APIs, generators, and tools.
Stats Maths With Python548 ⭐
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)
Deep Learning Wizard465 ⭐
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.
Learn Machine Learning In Two Months1737 ⭐
Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.
This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.
仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层；以及图像分类案例及精调网络案例等,持续更新中... ...
Pytorch Tutorials Examples And Books412 ⭐
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
Mars Project Mars2338 ⭐
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
Dsp Theory608 ⭐
Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.
Baby Names Analysis558 ⭐
Data ETL & Analysis on the dataset 'Baby Names from Social Security Card Applications - National Data'.
Mexican Government Report481 ⭐
Text Mining on the 2019 Mexican Government Report, covering from extracting text from a PDF file to plotting the results.
Machine Learning Experiments1190 ⭐
🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo
PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai)
Ai Learn4521 ⭐
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：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch 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
Pynamical is a Python package for modeling and visualizing discrete nonlinear dynamical systems, chaos, and fractals.
Huggingface Nlp11939 ⭐
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Numpy Stl418 ⭐
Simple library to make working with STL files (and 3D objects in general) fast and easy.
Data Science Ipython Notebooks22374 ⭐
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.
100 Pandas Puzzles1621 ⭐
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
Turbodbc is a Python module to access relational databases via the Open Database Connectivity (ODBC) interface. The module complies with the Python Database API Specification 2.0.
Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).
Ruddra Docker Django434 ⭐
A complete docker package for django which is easy to understand and can be deployed anywhere(supports Data Science related libraries like numpy, scipy etc).
From Python To Numpy1749 ⭐
An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017
This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
Numerical Linear Algebra8315 ⭐
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Cheatsheets Ai14154 ⭐
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5