ramasesh Goto Github PK

academic-kickstart

bashmarks_ripoff

Implementation of bashmarks, based on the original

bhcalcs

calculations for black hole decoder project

big-bench

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

caliban

Research workflows made easy, locally and in the Cloud.

card-trick

Website for practicing permutation card trick

colcarroll.github.io

complex_cnn

Notebooks relating to complex cnn project

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).

continual-learning-benchmark

Evaluate three types of task shifting with popular continual learning algorithms.

data_processing

data processing utils

dynamic_notebooks

Pedagogical blog posts and stuff written in Sam's dynamic notebooks

ekfac

implementation of the EKFAC optimizer

evaluation

flax

Flax is a neural network library for JAX that is designed for flexibility.

functionaldiffgeo

Working through Sussman and Wisdom's "Functional Differential Geometry" textbook

jax-initial-stochastic

journalclubs

Updated notebooks originally written for ML@B journal club

mathematics_dataset

This dataset code generates mathematical question and answer pairs, from a range of question types at roughly school-level difficulty.

mlnotes

Jupyter notebooks following papers

model_measurements

Measuring various model quantities in PyTorch

mutation_surfing

Final project for STAT260, Stochastic Processes in Evolutionary Biology

myfirstrepo

Repository created for the CDIPS2017 Data Science workshop tutorial at UC Berkeley

projecteuler

Solutions to some of the Project Euler problems

python-ay250-homework

Homework for the python AY250 class

pytorch-advspheres

Reproduction of the Adversarial Spheres paper in PyTorch

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

pytorch-split-dataset

Split datasets in pytorch, i.e. datasets taking only a subset of labels

pytorch_image_classification

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST

pytorch_imagenet

pytorch imagenet with xla and split dataset