ssnl

Structures, ML, AI.

MIT

Pinned Repositories

denoised_mdp
Open source code for paper "Denoised MDPs: Learning World Models Better Than the World Itself"
Language:Python135 136 1311
platonic-rep
Language:Python498 12 1034
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Language:Python86.9k 1.8k 48.9k23.4k
quasimetric-rl
Open source code for paper "Optimal Goal-Reaching Reinforcement Learning via Quasimetric Learning" ICML 2023
Language:Python46 3 06
align_uniform
Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere" ICML 2020
Language:Python437 13 1136
dataset-distillation
Open-source code for paper "Dataset Distillation"
Language:Python783 21 58116
moco_align_uniform
MoCo with Alignment and Uniformity Loss.
Language:Python61 4 44
poisson_quasimetric_embedding
Open source code for paper "On the Learning and Learnability of Quasimetrics".
Language:C++32 2 01
pytorch-CycleGAN-and-pix2pix
Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)
Language:Python20 6 00
PyTorch-Reparam-Module
Reparameterize your PyTorch modules
Language:Python70 5 55

ssnl's Repositories

ssnl/CMC_public_fork
pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"
Language:Python4 3 01
ssnl/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Language:Python1 3 0
ssnl/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Language:C++1 3 1
ssnl/Rainbow
Rainbow: Combining Improvements in Deep Reinforcement Learning
Language:Python1 2 0
ssnl/rlkit
Collection of reinforcement learning algorithms
Language:Python1 3 0
ssnl/vision
Datasets, Transforms and Models specific to Computer Vision
Language:Jupyter Notebook1 3 0
ssnl/audio
simple audio I/O for pytorch
Language:Python
ssnl/BigGAN-PyTorch
The author's officially unofficial PyTorch BigGAN implementation.
Language:Jupyter Notebook4 0
ssnl/blog
blog sub web dir
Language:CSS3 0
ssnl/builder
Continuous builder and binary build scripts for pytorch
Language:Shell3 0
ssnl/contrib
Implementations of ideas from recent papers
Language:Python3 0
ssnl/estool
Evolution Strategies Tool
Language:Jupyter Notebook2 0
ssnl/geoopt
Riemannian Adaptive Optimization Methods with pytorch optim
Language:Python2 0
ssnl/latex_macros
My personal latex macros
Language:TeX3 0
ssnl/lunchbot
Language:Python3 0
ssnl/neural-tangents
Fast and Easy Infinite Neural Networks in Python
Language:Jupyter Notebook2 0
ssnl/ossci-job-dsl
Jenkins job definitions for OSSCI
Language:Groovy
ssnl/PerceptualSimilarity
Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018.
Language:Python4 0
ssnl/psutil
Cross-platform lib for process and system monitoring in Python
Language:Python2 0
ssnl/pycma
Python implementation of CMA-ES
Language:Python2 0
ssnl/pyro
Deep universal probabilistic programming with Python and PyTorch
Language:Python5 0
ssnl/pytorch-dockerfiles
Language:Shell3 0
ssnl/pytorch_sphinx_theme
PyTorch Sphinx Theme
Language:CSS3 0
ssnl/S2V
ICLR 2018 Quick-Thought vectors
Language:Python3 0
ssnl/stylegan-1
StyleGAN - Official TensorFlow Implementation
Language:Python
ssnl/TD3
PyTorch implementation of TD3 and DDPG for OpenAI gym tasks
Language:Python3 0
ssnl/tensorflow
Computation using data flow graphs for scalable machine learning
Language:C++3 0
ssnl/torchMoji
😇A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc
Language:Python
ssnl/tutorials
Language:Python3 0
ssnl/visdom
A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.
Language:Python3 0