6400 Open source projects that are alternatives of or similar to Fastai

I am a full-stack engineer for AI projects, glad to share my experience. pratices make the top engineer.

开发 bilibili 网站爬虫，大数据分析研究

Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.

End to end detection in crowded scenes

A machine learning library for detecting anomalies in signals.

Data and analysis for 'Machine Bias'

Code to compute permutation and drop-column importances in Python scikit-learn models

D2-Net: A Trainable CNN for Joint Description and Detection of Local Features

Materials for MIT 6.S083 / 18.S190: Computational thinking with Julia + application to the COVID-19 pandemic

Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

Notebook to download machine learning flashcards

文本情感分析

Reference models and tools for Cloud TPUs.

A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.

Sequence prediction using recurrent neural networks(LSTM) with TensorFlow

斯坦福 cs231n 作业代码实践

Text and supporting code for Modeling and Simulation in Python

进入编程世界的第一课

Differentiable, Hardware Accelerated, Molecular Dynamics

Code and associated files for the AI Programming with Python Nanodegree Program

PyTorch로 시작하는 딥러닝 입문 CAMP (2017.7~2017.12) 강의자료

A simple probabilistic programming language.

A straightforward GPU implementation of Jos Stam's "Stable Fluids" on Unity.

follow me and learn python easily

A blazing fast matrix library for Elixir/Erlang with C implementation using CBLAS.

A tutorial demonstrating how to implement deep learning models for time series forecasting

Open3D: A Modern Library for 3D Data Processing

Official Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019

A Python Library for Self Organizing Map (SOM)

Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)

The textbook Computational and Inferential Thinking: The Foundations of Data Science

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

GNN综述阅读报告

Generator Bootcamp Material: Learn Chisel the Right Way

A library providing various existing GANs in PyTorch.

¡Camino a una educación autodidacta en Ciencia de Datos!

A university quantum algorithms/computation course supplement based on Qiskit

这个仓库保管从（数据科学学习手札69）开始的所有代码、数据等相关附件内容

Master's Thesis on Simultaneous Localization and Mapping in dynamic environments. Separately reconstructs both the static environment and the dynamic objects from it, such as cars.

Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge

Python package for Bayesian Machine Learning with scikit-learn API

Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition

TensorFlow implementation for audio neural style.

Drag’n’drop Pivot Tables and Charts for Jupyter/IPython Notebook, care of PivotTable.js

OCR software for recognition of handwritten text

A lightweight, multi-tenant, scalable and secure gateway that enables Jupyter Notebooks to share resources across distributed clusters such as Apache Spark, Kubernetes and others.

Jupyter widget to interactively view molecular structures and trajectories

D3 block magic for Jupyter notebook.

Coursera Open Courses from University of Toronto

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

H2O.ai Machine Learning Interpretability Resources

A REST API for Caffe using Docker and Go

This is a repo documenting the best practices in PySpark.

Sample iPython notebook with soccer predictions