Ifra Saifi's repositories
hands-on-llms
๐ฆ ๐๐ฒ๐ฎ๐ฟ๐ป about ๐๐๐ ๐, ๐๐๐ ๐ข๐ฝ๐, and ๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐๐ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + ๐ท๐ช๐ฅ๐ฆ๐ฐ & ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
SpanMarkerNER
SpanMarker for Named Entity Recognition
ai-collection
The Generative AI Landscape - A Collection of Awesome Generative AI Applications
AI-Product-Important
A curated index to track AI-powered products.
awesome-chemistry-datasets
overview of datasets for ML in chemistry
awesome-mlss
List of summer schools in machine learning + related fields across the globe
awesome-public-datasets
A topic-centric list of HQ open datasets.
AWS-studio-lab-examples
Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!
biomedical-data-curation
Tools for curating biomedical training data for large-scale language modeling
cheminformatics_course
EPFL CH-457 "AI for chemistry"
colabtools
Python libraries for Google Colaboratory
cudf
cuDF - GPU DataFrame Library
DataAnalysisInAction
(Finished) Geek Time Data Analysis Practical 45 Lecture - Detailed notes containing markdown images mind map code data can be read directly code test
deep_nlp_on_sf_literature
Multi-pronged, multi-stage analysis of a 3.5M-sentences science fiction corpus using optimized NLP, with NER techniques, LDA modeling and LLM integration. After final commit, will be able to run a main file to generate a visualization of results on-demand. Modularized and documented code that can easily be reused/refitted for other kinds of corpii.
IfraSa
Config files for my GitHub profile.
Knowledge-Graph-Tutorials-and-Papers
Insightful Tutorials and Papers about Knowledge Graphs
knowledge_graph
Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA
LLM-Engineering-Crash-Course
LLM Engineering CrashCourse
nlp-datasets
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
notebooks
Notebooks using the Hugging Face libraries ๐ค
R-Bioinformatics-Cookbook
R Bioinformatics Cookbook, published by Packt
Research-data-science
Materials for Turing's Research Data Science course
skills_extractor_NLP-on-job-description
Data Science Project from ground zero
unstructured
Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
workshop-scRNAseq
Single cell RNA sequencing analysis course
zotero-scihub
A plugin that will automatically download PDFs of zotero items from sci-hub