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Mayank Soni's Projects

ai-economist icon ai-economist

Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

cs50 icon cs50

Small coding problems done as part of CS50X and CS50P

degreesofseparation_search icon degreesofseparation_search

Implements breadth-first search to find the minimum degrees of separation between actors in IMDB's database. CS50AI Project 0

dotfiles icon dotfiles

Default configuration for Le Wagon's students

gan icon gan

Experiments with GANs

gemba icon gemba

GEMBA — GPT Estimation Metric Based Assessment

generative-agents icon generative-agents

An attempt to build a working, locally-running cheap version of Generative Agents: Interactive Simulacra of Human Behavior

genre icon genre

Autoregressive Entity Retrieval

homo_silicus icon homo_silicus

Replication code for https://www.john-joseph-horton.com/papers/llm_ask.pdf

lit-llama icon lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

makemore icon makemore

(Mostly) following along Andrej Karpathy's makemore YouTube series

tictactoe icon tictactoe

Implements a tic-tac-toe playing bot using the minimax algorithm. CS50AI Project 0

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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