skasman's repositories
dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
awesome-anomaly-detection
A curated list of awesome anomaly detection resources
basics
📚 Learn ML with clean code, simplified math and illustrative visuals.
Bringing-Old-Photos-Back-to-Life
Bringing Old Photo Back to Life (CVPR 2020 oral)
Council-GAN
Implementation for our paper Breaking the Cycle - Colleagues are all you need (CVPR 2020)
d4rl
A benchmark for offline reinforcement learning.
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
Deep-Reinforcement-Learning-Hands-On
Hands-on Deep Reinforcement Learning, published by Packt
DeOldify
A Deep Learning based project for colorizing and restoring old images (and video!)
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
DoHlyzer
DoHlyzer is a DNS over HTTPS (DoH) traffic flow generator and analyzer for anomaly detection and characterization.
dynamite-nsm
DynamiteNSM is a free Network Security Monitor developed by Dynamite Analytics to enable network visibility and advanced cyber threat detection
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
fastbook
Draft of the fastai book
intro-to-dl
Resources for "Introduction to Deep Learning" course.
Kitsune-py
A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)
liac-arff
A library for read and write ARFF files in Python
mushroom-rl
Python library for Reinforcement Learning.
netsage-pipeline
NetSage Flow Processing Pipeline
nfstream
NFStream: a Flexible Network Data Analysis Framework.
optuna
A hyperparameter optimization framework
Orbit
Open source collection of Reinforcement Learning Environments.
python-cheatsheet
Comprehensive Python Cheatsheet
reverb
Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research
rlkit
Collection of reinforcement learning algorithms
SLM-Lab
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".