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An open API service indexing awesome lists of open source software.

Projects in Awesome Lists by daniel-furman

A curated list of projects in awesome lists by daniel-furman .

https://github.com/daniel-furman/sft-demos

Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.

chatbot deep-learning instruction-tuning llama nlp text-generation transformers

Last synced: 09 Apr 2025

https://github.com/daniel-furman/polyglot-or-not

Are foundation LMs multilingual knowledge bases? (EMNLP 2023)

emnlp2023 machine-learning nlp pytorch text-generation transformer

Last synced: 02 Dec 2024

https://github.com/daniel-furman/python-species-distribution-modeling

A brief Python tutorial for geospatial classification.

geospatial mapping python species-distribution-modelling

Last synced: 02 Dec 2024

https://github.com/daniel-furman/chat-all-in

RAG chatbot built on top of trending M&A news.

chatbot in-context-learning openai rag retrieval-augmented-generation

Last synced: 24 Mar 2025

https://github.com/daniel-furman/pysdms

A Python class for AutoML spatial classification (designed for Species Distribution Modeling applications).

ecological-modeling geospatial-analysis pycaret species-distribution-modeling

Last synced: 02 Dec 2024

https://github.com/daniel-furman/evals-with-chat-formats

Experiments applying chat templates to generative language model evaluations.

Last synced: 03 Apr 2025

https://github.com/daniel-furman/lwmcmc

MCMC parameter space sampling via Metropolis-Hastings

bayesian-inference mcmc metropolis-hastings-algorithm numpy parameter-space-sampling

Last synced: 27 Feb 2025

https://github.com/daniel-furman/flask-boiler

Docker backend running on flask, mysql, and redis queue. Intended as lightweight boilerplate.

docker docker-compose flask mysql python rq

Last synced: 24 Mar 2025

https://github.com/daniel-furman/chat-gpt-3.5-turbo

Lightweight demo of gpt-3.5-turbo conversation completion.

chatgpt conversation-completion gradio openai-api

Last synced: 24 Mar 2025

https://github.com/daniel-furman/llm-reasoning-pop-quiz

Do open-sourced LLMs reason as well as closed-sourced ones?

Last synced: 24 Mar 2025

https://github.com/daniel-furman/cellpose-training-kaggle-data21

Data for the Sartorius Cell Instance Segmentation comp with cellpose transforms.

Last synced: 24 Mar 2025

https://github.com/daniel-furman/recfeatureselect

Feature selection functions (1) using the multi-collinearity matrix and recursively proceeding to a spearman threshold and (2) using Forward Stepwise Selection running on an ensemble sklearner (with options for HPO).

correlation-threshold machine-learning modeling multicollinearity recursion recursive-algorithm scikit-learn spearman-rho

Last synced: 15 Mar 2025

https://github.com/daniel-furman/cv-feature-eng-experiments

Hugging Face models are all you need for “vanilla” image classification

computer-vision pytorch transformers

Last synced: 24 Mar 2025

https://github.com/daniel-furman/RecFeatureSelect

Feature selection functions (1) using the multi-collinearity matrix and recursively proceeding to a spearman threshold and (2) using Forward Stepwise Selection running on an ensemble sklearner (with options for HPO).

correlation-threshold machine-learning modeling multicollinearity recursion recursive-algorithm scikit-learn spearman-rho

Last synced: 20 Nov 2024

https://github.com/daniel-furman/info-202-website

Build a Website by practicing HTML, JSON, and XML.

Last synced: 24 Mar 2025

https://github.com/daniel-furman/audio-classification-lesson

An audio deep learning mini-lesson from the 2021 DAT/Artathon fellowship.

ai audio-classification deep-learning sound-event-detection vision-transformer

Last synced: 24 Mar 2025

https://github.com/daniel-furman/nlp-dataset-mixing-experiments

Data-source mixing for social media caption classification

domain-adaptation machine-learning nlp

Last synced: 24 Mar 2025

https://github.com/daniel-furman/daniel-furman.github.io

Portfolio and blog running on Hugo pages.

Last synced: 24 Mar 2025

https://github.com/daniel-furman/danielryanfurman

My personal website & portfolio.

Last synced: 24 Mar 2025

https://github.com/daniel-furman/online-dating-field-experiment

Final project for info 241 @ UC Berkeley, Spring 22

field-experiments

Last synced: 24 Mar 2025

https://github.com/daniel-furman/randomds

A quasi-random collection of DS code.

Last synced: 24 Mar 2025

https://github.com/daniel-furman/mlx-boilers

Experimental mlx boilerplate code.

Last synced: 24 Mar 2025

https://github.com/daniel-furman/surfcrowds.ai

A dash web-app for forecasting the surf crowd size at First Point, Malibu.

Last synced: 24 Mar 2025

https://github.com/daniel-furman/ds-case-prep

DS case interview questions alongside frame-worked answers. Questions sourced from various resources, primarily FAANGs.

Last synced: 24 Mar 2025

https://github.com/daniel-furman/ice-densification-research

All data and analyses to reproduce my ice material science research, as published in Penn Science: Furman and Goldsby, 2021.

compaction dislocation-creep firn grain-size ice-sheets material-science mechanism-maps rheology scientific-computing sympy-library

Last synced: 24 Mar 2025

https://github.com/daniel-furman/computational-mathematics

A collection of MATLAB scripts from undergraduate math classes. Focus on numerical methods and computational linear algebra.

linear-systems numerical-methods ordinary-differential-equations

Last synced: 24 Mar 2025

https://github.com/daniel-furman/random-recipes

A variety of ML utils across different clouds and frameworks.

Last synced: 24 Mar 2025