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autograd-lib

bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

city-s-bins-roamer

Best multiplayer with AI game ever!

class-selective-neurons

Analyzing class selectivity in deep neural networks

cmlda

This repository contains the code for a Neural Network's implementation using either the Stochastic Gradient Descent or the Conjugate Gradient Descent as optimization algorithm.

dissertation

2020 University of Edinburgh thesis: Comparison and implementation different learning algorithms for neural networks

double_descent_mateusz_pierre

Trying to reproduce the phenomenon of double descent

eb_gfn_cl

Take the code for paper "Generative Flow Networks for Discrete Probabilistic Modeling" and check out CL

fnc-1

game_theory_learning_hypothesistesting_ne

Game Theory IASD 2022 FosterYoung Learning Hypothesis Testing NE

homework_fall2021

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

hsic-bottleneck

losslandscapealluneed

This repository includes code to reproduce the tables in "Loss Landscapes are All You Need: Neural Network Generalization Can Be Explained Without the Implicit Bias of Gradient Descent"

maths-notes

Lecture notes from Cambridge maths

numba

NumPy aware dynamic Python compiler using LLVM

pytorch-cifar

95.47% on CIFAR10 with PyTorch

pytorch-sso

PyTorch-SSO: Scalable Second-Order methods in PyTorch

quick_share

Documents to quick share

relreps

Relative representations can be leveraged to enable solving tasks regarding "latent communication": from zero-shot model stitching to latent space comparison between diverse settings.

sharpness

swa_gaussian

Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning"

topologylayer

A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch

torch_cg

Preconditioned Conjugate Gradient in Pytorch