Alexandre Vilcek's repositories
MLADS_Fall_2020_RL_on_AML_Lab
Microsoft MLADS Fall 2020 lab - Reinforcement Learning with Azure ML: Beyond Games
Soft_Sensors_on_Azure
Solution template code to train soft sensor models on Azure
DQN_PyTorch
Example of a Deep Q-Network with PyTorch that learns to play Atari Space Invaders
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
Deep_KMeans
Sample R code implementing the "Deep K-Means" algorithm
NeMo-Sentence-Transformer
Refactor a Sentence Transformer model using NVIDIA NeMo
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. [IN PROGRESS]
A-Collection-of-important-tasks-in-pytorch
Everyday things people use in Pytorch. No need to spend hours reading Pytorch forums trying to find them!
Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow
graphsage-simple
Simple reference implementation of GraphSAGE.
MachineLearningNotebooks
Use the sample notebooks in this repo to explore the Azure Machine Learning service. Start with the 01.getting-started notebooks.
mlops-templates
Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.
practical-pytorch
PyTorch tutorials demonstrating modern techniques with readable code
python-sample-vscode-flask-tutorial
Sample code for the Flask tutorial in the VS Code documentation
PyTorch-1.x-Reinforcement-Learning-Cookbook
PyTorch 1.x Reinforcement Learning Cookbook, published by Packt
pytorch_tutorial
PyTorch tutorial for PyData Berlin
PyTorchZeroToAll
Simple PyTorch Tutorials Zero to ALL!
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
RL-Adventure
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
RL-Adventure-2
PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
RNNForTimeSeriesForecasting
A tutorial demonstrating how to implement recurrent neural networks for time series forecasting
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Workshop_AzureML_2019
Workshop Azure ML service materials