alokranjan1234's repositories
ai-resources
Selection of resources to learn Artificial Intelligence / Machine Learning / Statistical Inference / Deep Learning / Reinforcement Learning
Arabic-BERT
Arabic edition of BERT pretrained language models
crash-course-CRM
Django customer management platform
Customs_Fraud_Detection
BACUDA project (WCO BAnd of CUstoms Data Analysts)
dagli
Framework for defining machine learning models, including feature generation and transformations, as directed acyclic graphs (DAGs).
data-science-prep
Problems from https://datascienceprep.com/
DeepNeuralClassifier
Deep neural network using rectified linear units to classify hand written symbols from the MNIST dataset.
design-patterns-for-humans
An ultra-simplified explanation to design patterns
Dual-Attentive-Tree-aware-Embedding
DATE: Dual Attentive Tree-aware Embedding for Customs Frauds Detection
dvc
🦉 Data Version Control | Git for Data & Models | ML Experiments Management
Emergent-Multiagent-Strategies
Emergence of complex strategies through multiagent competition
fastapi-async-mongodb
Simple example with FastAPI + MongoDB
google-research
Google Research
gtn
Automatic differentiation with weighted finite-state transducers.
gym-anytrading
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
hm-two-step-reco
An implementation of a full two-step recommendation pipeline applied on the Kaggle H&M data
jupyter-text2code
A proof-of-concept jupyter extension which converts english queries into relevant python code
MLInterview
:octocat: A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!
ploomber
Write maintainable, production-ready pipelines using Jupyter or your favorite text editor. Develop locally, deploy to the cloud. ☁️
postgresml
PostgresML is an AI application database. Download open source models from Huggingface, or train your own, to create and index LLM embeddings, generate text, or make online predictions using only SQL.
posts
Complementary code for blog posts
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
redis-polygon-search-weather-demo
Redis Stack 7.2 Polygon Search demonstration with Shipping Forecast data. Written in Python.
seed_rl
SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
tensortrade
An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
trl
Train transformer language models with reinforcement learning.
turing
Fast, scalable and extensible system to deploy and evaluate ML experiments in production