jalammar

Jay Alammar's repositories

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).

Language:Jupyter NotebookBSD-3-Clause1920 23 63

jalammar.github.io

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

Language:Jupyter NotebookMIT779 300

simpleTensorFlowClassificationExample

SImple notebook and dataset to demonstrate classification in TensorFlow

Language:Jupyter Notebook99 40

pandas-intro

Basic notebook introducing pandas functionality

Language:Jupyter Notebook41 30

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

Language:Jupyter NotebookMIT38 30

embeddings

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eccojs

Visualization components for ecco.ml

Language:JavaScript8 2 2

nmt

TensorFlow Neural Machine Translation Tutorial

Language:PythonApache-2.06 20

Text-Summarization-with-Amazon-Reviews

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

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ml

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tf-stanford-tutorials

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

Language:Python5 20

dspy

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

Language:PythonMIT4 10

matplotlib

matplotlib: plotting with Python

Language:Python4 20

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

Language:PythonBSD-3-Clause2 20

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.

Language:PythonMIT2 10