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1202kbs

Config files for my GitHub profile.

1202kbs.github.io

ML and Math Blog

annotated_mnist

Thickness and skew labeler for MNIST handwritten digit dataset

dmcmc

Official PyTorch implementation of "Denoising MCMC for Accelerating Diffusion-Based Generative Models", ICML 2023 Oral Paper

ebclr

Official PyTorch implementation of "Energy-Based Contrastive Learning of Visual Representations", NeurIPS 2022

gaussian-process

Numpy implementation of "Gaussian Processes for Machine Learning", Chapters 2.1 and 2.2

gctm

Official PyTorch implementation of "Generalized Consistency Trajectory Models for Image Manipulation"

generative-adversarial-text-to-image-synthesis-tensorflow

Tensorflow implementation of Generative Adversarial Text to Image Synthesis for MNIST handwritten digit dataset

hamiltonpipe

hmm

A java library for Hidden Markov Models

infogan-tensorflow

Implementation of InfoGAN in Tensorflow for MNIST handwritten digit dataset

lstm

memn2n-tensorflow

Implementation of End-To-End Memory Networks with Tensorflow for bAbI Dataset

object-detection-api-wrapper

Simple wrapper for Google Object Detection API

online-neural-style

An Online Implementation of A Neural Algorithm of Artistic Style

paper-review

Reviews of papers on ML, DL, Statistics, Optimization, etc.

rectified-gradient

Official repository for "Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps".

robustness-and-interpretability

Official repository for "Bridging Adversarial Robustness and Gradient Interpretability".

stackgan-tensorflow

Tensorflow implementation of Generative Adversarial Network for MNIST handwritten digit dataset

tensorflow-graph-utils

Simple module for visualizing and editing Tensorflow Graphs in Jupyter Notebook

understanding-nn

Tensorflow tutorial for various Deep Neural Network visualization techniques