PN's repositories
awesome-japanese-nlp-resources
A curated list of resources dedicated to Python libraries, LLMs, dictionaries, and corpora of NLP for Japanese
advertools
advertools - online marketing productivity and analysis tools - in dash
AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
ATG
Official code for our paper "An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction" which will be published at AAAI 2024.
awesome-dash
A curated list of awesome Dash (plotly) resources
Awesome-LLM4IE-Papers
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
bert_for_longer_texts
BERT classification model for processing texts longer than 512 tokens. Text is first divided into smaller chunks and after feeding them to BERT, intermediate results are pooled. The implementation allows fine-tuning.
best-pratices
list of concept
crepes
Conformal classifiers, regressors and predictive systems
fast-forward-indexes
Efficient interpolation-based ranking on CPUs
fastapi-ml-skeleton
FastAPI Skeleton App to serve machine learning models production-ready.
fastembed-rs
Library to generate text embeddings in Rust
GLiNER
Generalist model for NER (Extract any entity types from texts)
GPT4DFCI
generative AI tool, based on GPT-4 and deployed for non-clinical
LeetCode-Solutions
🏋️ Python / Modern C++ Solutions of All 3036 LeetCode Problems (Weekly Update)
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Local-Qdrant-RAG
Local Ollama with Qdrant RAG: Embed, index, and enhance models for retrieval-augmented generation. Get started with easy setup for powerful language processing. #NLP #Qdrant #Embedding #Indexing
microservices-with-fastapi
Microservices, API Gateway, Authentication with FastAPI, non-blocking i/o
Phi2-mini-Chinese
Phi2-Chinese-0.2B 从0开始训练自己的Phi2中文小模型，支持接入langchain加载本地知识库做检索增强生成RAG。Training your own Phi2 small chat model from scratch.
phindapidocs
Unofficial Phind API documentation
ragflow
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
ranx
⚡️A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion 🐍
rental_gpt_dash
Rental app with in-depth data analysis, interactive data visualization, predictive analytics, and chatbot using Dash. Selected as Plotly’s Top ChatGPT & Generative AI Project
system-design
Learn how to design systems at scale
TPU-Alignment
Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free