AbinayaM02

Abinaya Mahendiran's starred repositories

pandas-ai

Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.

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web-llm

High-performance In-browser LLM Inference Engine

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NeMo-Guardrails

NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

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Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

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dolly

Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform

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Promptify

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

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autofaiss

Automatically create Faiss knn indices with the most optimal similarity search parameters.

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Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.

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tamil-nlp-catalog

Awesome List of Tamil NLP & AI Resources

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vertex-ai-mlops

Google Cloud Platform Vertex AI end-to-end workflows for machine learning operations

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tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

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mlflow

Open source platform for the machine learning lifecycle

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torchscale

Foundation Architecture for (M)LLMs

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fsdl-text-recognizer-2022-labs

Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022

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edu

Educational materials on deep learning by Weights & Biases

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nannyml

nannyml: post-deployment data science in python

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mlops-zoomcamp

Free MLOps course from DataTalks.Club

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keras

Deep Learning for humans

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Transformers4Rec

Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.

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simpletransformers

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

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The-NLP-Pandect

A comprehensive reference for all topics related to Natural Language Processing

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NL-Augmenter

NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations

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mlops-course

Learn how to design, develop, deploy and iterate on production-grade ML applications.

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deeplearning-models

A collection of various deep learning architectures, models, and tips

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system_design

Preparation links and resources for system design questions

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ml-interviews-book

https://huyenchip.com/ml-interviews-book/

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interviews

Everything you need to know to get the job.

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mltrace

Coarse-grained lineage and tracing for machine learning pipelines.

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website

Source for https://fullstackdeeplearning.com

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wit

WIT (Wikipedia-based Image Text) Dataset is a large multimodal multilingual dataset comprising 37M+ image-text sets with 11M+ unique images across 100+ languages.

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