IsaacXu1024

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

IsaacXu1024/berkley_cs285_homework_fall2021

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

IsaacXu1024/Bounded-Buffer-Mutex-Semaphore

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

IsaacXu1024/C-HMCNN

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

IsaacXu1024/complexity_project

Repo for analyzing complexities between specific classes in CIFAR-10

IsaacXu1024/deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

IsaacXu1024/FedDAG

[TMLR23] FedDAG: Federated DAG Structure Learning

IsaacXu1024/imbalanced-semi-self

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

IsaacXu1024/mamba

IsaacXu1024/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.

IsaacXu1024/Reddit-Spider

Crawler for gathering reddit comments from specified subreddits

IsaacXu1024/Reddit_RNN_Senetence_Generator

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

IsaacXu1024/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.

IsaacXu1024/simsiam

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

IsaacXu1024/ssl-learning-monitoring

Python notebook for examining learning over the course of SSL training

IsaacXu1024/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

IsaacXu1024/trustworthyAI

Trustworthy AI related projects

IsaacXu1024/views-widgets-samples

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

IsaacXu1024/vit-pytorch

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