BlackHC

llm-strategy

Directly Connecting Python to LLMs via Strongly-Typed Functions, Dataclasses, Interfaces & Generic Types

BatchBALD

Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.

batchbald_redux

Reusable BatchBALD implementation

llmtracer

Trace LLM calls (and others) and visualize them in WandB, as interactive SVG or using a streaming local webapp

chatplayground

Chat Playground for LLMs

ddu_dirty_mnist

Dirty-MNIST dataset introduced in "Deterministic Neural Networks with Inductive Biases Capture Epistemic and Aleatoric Uncertainty" (https://arxiv.org/abs/2102.11582)

blackboard-pagi

2302.08981

hello-slurm

pytorch_datadiet

active-bayesian-coresets

iclr_2024_blog_post

ordl

Open Research and Derivatives License (ORDL)

active_learning_redux

blackhc

BMS-hlb-CIFAR10

Train to 94% on CIFAR-10 in <6.3 seconds on a single A100, the current world speed record. Or ~95.79% in ~110 seconds (or less!)

dss_sprint

dvc

🦉Data Version Control | Git for Data & Models | ML Experiments Management

hf-datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

mamo

Mamo is a computation-graph-based memoization library

notebook_setup

Some batteries for Jupyter notebooks

ObsidianGitHubTemplate

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

prettyprinter

Syntax-highlighting, declarative and composable pretty printer for Python 3.5+

pynecone

🕸 Web apps in pure Python 🐍

pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

reversal_curse

skorch

A scikit-learn compatible neural network library that wraps PyTorch

streamlit

Streamlit — A faster way to build and share data apps.

vscode-notebook-renderers