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deep-learning-with-keras-notebooks

Jupyter notebooks for using & learning Keras

developer-roadmap

Roadmap to becoming a web developer in 2020

dive-into-dl-pytorch

本项目将《动手学深度学习》原书中的MXNet代码实现改为PyTorch实现。

dsga-1003

NYU DSGA 1003 Homework

dsga-1008

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

folder-structure-conventions

Folder / directory structure options and naming conventions for software projects

ganhacks

starter from "How to Train a GAN?" at NIPS2016

glo

Pytorch implementation of Generative Latent Optimization (GLO)

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

learn-regex

Learn regex the easy way

miniature-database-system

music-recommender-system

neural-style

Torch implementation of neural style algorithm

nlp-representation-learning

nlp_dl_lecture_note

og-aws

📙 Amazon Web Services — a practical guide

opennmt-py

Open Source Neural Machine Translation in PyTorch

pytorch-deep-learning-minicourse

Deep Learning with PyTorch

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

self-driving-with-birds-eye-view-estimation

squad

Starter code for Stanford CS224n default final project on SQuAD 2.0

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

textasdatalabspring2020

➡️ Text-as-Data lab materials for Spring 2020

thecannon

a data-driven method for determining stellar parameters and abundances from stellar spectra

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

workshop

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker