6036 Open source projects that are alternatives of or similar to Tensorflow 101

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

Deep learning meets molecular dynamics.

[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.

Representation learning for link prediction within social networks

Detection of Accounting Anomalies using Deep Autoencoder Neural Networks - A lab we prepared for NVIDIA's GPU Technology Conference 2018 that will walk you through the detection of accounting anomalies using deep autoencoder neural networks. The majority of the lab content is based on Jupyter Notebook, Python and PyTorch.

MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope)

A game theoretic approach to explain the output of any machine learning model.

A Multipurpose Library for Synthetic Time Series Generation in Python

Transformer OCR

Functionalities in Excel translated to Python

A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

This is the code for the "How to Make Word Vectors from Game of Thrones (LIVE) " Siraj Raval on Youtube

quantitative security portfolio analysis. The analysis pipeline including data storage abstraction, alpha calculation, ML based alpha combining and portfolio calculation.

Classifying White Blood Cells with CNNs

A PyTorch library for two-sample tests

A day to day plan for this challenge. Covers both theoritical and practical aspects

This is a collection of the code that accompanies the reports in The Gallery by Weights & Biases.

Machine Learning Algorithms implementations

Contains files for the deep learning in genomics primer.

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Sorting Google Scholar search results based on the number of citations

Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈

Materials for a 2-day instructor led course on applying machine learning

MONAI Tutorials

Self Driving Car development tools and technologies from GTA Robotics Community members

Code for a convolutional autoencoder written on python, theano, lasagne, nolearn

ULMFit Language Modeling, Text Feature Extraction and Text Classification in Thai Language. Created as part of pyThaiNLP

🟣 Object detection of abstract shapes with neural networks

Exercises and solutions to accompany my Safari course introducing TensorFlow.

Assessing car damage with convolution neural networks for a personal auto claims expedition use case

An Automatic Speech Recognition Frame ，一个中文语音识别的完整框架， 提供了多个模型

Udacity Machine Learning Nano Degree Courses

Code material for a data science tutorial

Building Agents with Imagination: pytorch step-by-step implementation

✅ Solutions to MachineLearning, DeepLearning, NeuralNetwork

Log Anomaly Detection - Machine learning to detect abnormal events logs

WebRTC for Jupyter notebook/lab

MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III

High-Resolution Network for Photorealistic Style Transfer

PDFTableExtract

StructureNet: Hierarchical Graph Networks for 3D Shape Generation

Code for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"

All projects and lecture notes of the Udacity Machine Learning Engineer Nanodegree.

Notebooks using the Hugging Face libraries 🤗

Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"

Source files for "Lectures in Quantitative Economics" -- Python version

Files for my scikit-learn tutorial at PyCon 2013

Code and resources for my blog and articles to share Data Science and AI knowledge and learnings with everyone

Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning

OLD REPO - PLEASE USE fastai/fastai