Pinned Repositories
4d_plant_analysis
A new method for the space-time registration of a growing plant based on matching the plant at different geometric scales.
ACE
Code for the paper, Neural Network Attributions: A Causal Perspective (ICML 2019).
all-of-statistics
Self-study on Larry Wasserman's "All of Statistics"
awesome-ai-ml-dl
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
awesome-conformal-prediction
A curated list of awesome Conformal Prediction videos, tutorials, books, papers, articles and open-source libraries.
awesome-llm-interpretability
A curated list of Large Language Model (LLM) Interpretability resources.
Big-Data-Analytics-Pipeline
Build your own Big Data Analytics Pipeline using Kafka-Spark-Cassandra. Videos ->
conformal-tights
Conformal Tights is a scikit-learn meta-estimator that adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor
Customer-Analytics
Machine Learning Case study on customer segmentation and prediction of groups.
Data-Engineering-Projects
Personal Data Engineering Projects
rohitpandey13's Repositories
rohitpandey13/conformal-tights
Conformal Tights is a scikit-learn meta-estimator that adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor
rohitpandey13/awesome-generative-ai-guide
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
rohitpandey13/Awesome-Story-Generation
This repository collects an extensive list of awesome papers about Story Generation / Storytelling, primarily focusing on the era of Large Language Models (LLMs).
rohitpandey13/Compendium-of-free-ML-reading-resources
Compendium of free ML reading resources
rohitpandey13/data-is-better-together
Let's build better datasets, together!
rohitpandey13/echo-embeddings
rohitpandey13/einsum-search
rohitpandey13/fabric
fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.
rohitpandey13/forecasting-with-machine-learning
Code repository for the course "Forecasting with Machine Learning Models"
rohitpandey13/FSD
Implementation of LREC-COLING 2024 paper A Frustratingly Simple Decoding Method for Neural Text Generation
rohitpandey13/GML2023
Graph Machine Learning course, Xavier Bresson, 2023
rohitpandey13/GRANDE
GRANDE: Gradient-Based Decision Tree Ensembles
rohitpandey13/Large-Language-Model-Notebooks-Course
Practical course about Large Language Models.
rohitpandey13/llm-twin-course
🤖 LLM Twin FREE Course: Building Your Production-Ready AI Replica | An End-to-End Framework for Production-Ready LLM Systems by Building Your LLM Twin | WIP...
rohitpandey13/minbpe
Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
rohitpandey13/ML-Cheat-Codes
Machine Learning Cheatsheet 2024
rohitpandey13/OpenCoder-llm
The Open Cookbook for Top-Tier Code Large Language Model
rohitpandey13/optimal-sparse-survival-trees-public
Optimal Sparse Survival Trees
rohitpandey13/pipenv
Python Development Workflow for Humans.
rohitpandey13/professional-programming
A collection of learning resources for curious software engineers
rohitpandey13/promptfoo
Test your prompts, models, and RAGs. Catch regressions and improve prompt quality. LLM evals for OpenAI, Azure, Anthropic, Gemini, Mistral, Llama, Bedrock, Ollama, and other local & private models with CI/CD integration.
rohitpandey13/python-bootcamp-duke
Official syllabus for AIPI 503 - Python Bootcamp for Data and AI
rohitpandey13/ragas
Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines
rohitpandey13/redskins-rule
This is a personal project aimed to establish an ETL job that compares the outcomes of past presidential elections and the final scores of past Washington Commanders (formerly Redskins) NFL home games.
rohitpandey13/SimCTG
[NeurIPS'22 Spotlight] A Contrastive Framework for Neural Text Generation
rohitpandey13/solve-by-hand
Demystify AI concepts: hand-solved problems translated into code for clarity.
rohitpandey13/spyglass
A personal search engine: Create a searchable library from your personal documents, interests, and more!
rohitpandey13/taipy
Turns Data and AI algorithms into production-ready web applications in no time.
rohitpandey13/tree-sitter
An incremental parsing system for programming tools
rohitpandey13/tsfel
An intuitive library to extract features from time series.