isaacxu1024 Goto Github PK

berkley_cs285_homework_fall2021

Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2021)

bounded-buffer-mutex-semaphore

This is an implementation of a bounded buffer with producer and consumer threads using mutex and semaphores

c-hmcnn

Code for paper: "Coherent Hierarchical Multi-Label Classification Networks"

complexity_project

Repo for analyzing complexities between specific classes in CIFAR-10

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

feddag

[TMLR23] FedDAG: Federated DAG Structure Learning

imbalanced-semi-self

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

mamba

multiclient-chat

This is an implementation of multiclient chat using separate threads for output and input in the client code. The project is written in Java.

reddit-spider

Crawler for gathering reddit comments from specified subreddits

reddit_rnn_senetence_generator

A neural net sentence generator trained on data gathered from the science subreddit.

shapes-complexity-experiment

The notebook contained here uses a toy dataset consisting of squares, circles, rectangles, and ellipses to conduct an experiment investigating the transitive properties of "complexity" in classification problems.

simsiam

PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566

ssl-learning-monitoring

Python notebook for examining learning over the course of SSL training

suncet

Code to reproduce the results in the FAIR research papers "Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples" https://arxiv.org/abs/2104.13963 and "Supervision Accelerates Pre-training in Contrastive Semi-Supervised Learning of Visual Representations" https://arxiv.org/abs/2006.10803

trustworthyai

Trustworthy AI related projects

views-widgets-samples

Multiple samples showing the best practices in views-widgets on Android.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch