AinsleyChen's repositories
DoppelGANger
[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
tts-gan
TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network
docs
TensorFlow documentation
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
cs182
Berkeley CS182/282A Designing, Visualizing and Understanding Deep Neural Networks
scikit-learn
scikit-learn: machine learning in Python
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
100-Days-Of-ML-Code
100 Days of ML Coding
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
mlcourse
Machine learning course materials.
OnsagerNet
Learning hidden low dimensional dyanmics using a Generalized Onsager Principle and neural networks
TimeGAN
Codebase for Time-series Generative Adversarial Networks (TimeGAN) - NeurIPS 2019
torchsde
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
mtss-gan
MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)
c-rnn-gan
Implementation of C-RNN-GAN.
RGAN
Recurrent (conditional) generative adversarial networks for generating real-valued time series data.