Lists (12)
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⭐ Awesome Lists
Awesome Templates
Repos to be used as templates for experiments in research and/or production. Mostly Deep Learning & Data Science💞 CL, FT, DA, & FSL
Continual Learning, Fine-tuning, Domain Adaptation, & Few-Shot Learning related code.Data Engineering
Finally decided to dedicate a list to specifically Data Engineering-related repos. This includes Annotation, Management, Storage, Retrieval and more.🧰 Deep Learning Tool box
Collection of tools & frameworks for working efficiently & competitively in Deep Learning.Earth Observation/Geospatial
Previously "Computer Vision - Aerial Mapping"🥇 High Value Inspiration
Resources that provide high value for time invested for Catalyzing inspiration.NLP
Plant Phenotyping
🧠 Second Brain Resources
Tools for providing some structure to the ever accumulating snowball of knowledge gained over time.Social Research
Tools for working with sociological and historical data⏳ Time-Series Related
Code for analyzing anything that varies over time.- All languages
- ASP.NET
- AppleScript
- Arduino
- Assembly
- Astro
- AutoHotkey
- Batchfile
- C
- C#
- C++
- CSS
- Clojure
- CoffeeScript
- Crystal
- Cuda
- Cython
- Dart
- Dockerfile
- Eagle
- Elixir
- Elm
- Emacs Lisp
- Fortran
- GAMS
- GDScript
- GLSL
- Gherkin
- Go
- HCL
- HTML
- Hack
- Haskell
- Java
- JavaScript
- Jinja
- Jupyter Notebook
- Kotlin
- Less
- LilyPond
- Lua
- MATLAB
- MDX
- Makefile
- Markdown
- Mathematica
- Max
- Nextflow
- Nix
- Nunjucks
- OCaml
- PHP
- Perl
- PostScript
- PowerShell
- Processing
- Pure Data
- Python
- R
- Rich Text Format
- Ruby
- Rust
- SCSS
- Scala
- Shell
- Svelte
- Swift
- TeX
- TypeScript
- Vim Script
- Vue
- Zig
Starred repositories
📄 Awesome CV is LaTeX template for your outstanding job application
Latex code for making neural networks diagrams
A technical report on convolution arithmetic in the context of deep learning
Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source
A curated list of awesome neural radiance fields papers
List of articles related to deep learning applied to music
Book repository for The Turing Way: a how to guide for reproducible, ethical and collaborative data science
Repo for Yale Applied Empirical Methods PHD Course
YAAC: Another Awesome CV is a template using Font Awesome and Adobe Source Font.
A collection of LaTeX templates used for research, courses, and miscellanea.
Relevant papers in Continual Learning
This introduces a suggestion of mathematical notation protocol for machine learning.
A comprehensive list [SAMRS@NeurIPS'23, RVSA@TGRS'22, RSP@TGRS'22] of our research works related to remote sensing, including papers, codes, and citations. Note: The repo for [TGRS'22] "An Empirica…
Differentiable Optimization-Based Modeling for Machine Learning
List of academic resources on Multimodal ML for Music
Gaussian Processes and Statistical Decision-making in Non-Euclidean Spaces
List of relevant resources for machine learning from explanatory supervision
Authoring tools for scholarly communication. Create interactive web pages or formal research papers from markdown source.
Lecture Notes on Design & Analysis of Experiments
stratx is a library for A Stratification Approach to Partial Dependence for Codependent Variables
📓 Ecology Letters review paper: Noise-driven phenomena in population biology
Opensciency - A core open science curriculum by and for the research community.