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checklist

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

checkout-one-time-payments

Use Checkout to quickly collect one-time payments.

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

dspy

Stanford DSPy: The framework for programming—not prompting—foundation models

ecco

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

ecco-feedstock

A conda-smithy repository for ecco.

eccojs

Visualization components for ecco.ml

ecosystem-graphs

embeddings

jalammar.github.io

Build a Jekyll blog in minutes, without touching the command line.

matplotlib

matplotlib: plotting with Python

ml

nanodegreeproject

nmt

TensorFlow Neural Machine Translation Tutorial

p1-moviedb

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pandas-intro

Basic notebook introducing pandas functionality

pretty-midi

Utility functions for handling MIDI data in a nice/intuitive way.

simpletensorflowclassificationexample

SImple notebook and dataset to demonstrate classification in TensorFlow

swe-agent

SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It solves 12.29% of bugs in the SWE-bench evaluation set and takes just 1.5 minutes to run.

tensorflow

Open source software library for numerical computation using data flow graphs.

text-summarization-with-amazon-reviews

A seq2seq model that can generate summaries from fine food reviews on Amazon.

tf-stanford-tutorials

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.

trax

Trax — Deep Learning with Clear Code and Speed

whalefm

Whale FM archive, data