Ani's repositories
llama.cpp
Port of Facebook's LLaMA model in C/C++
DeepLearningExamples
Deep Learning Examples
dlrm
An implementation of a deep learning recommendation model (DLRM)
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Transformers4Rec
Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation, available for both PyTorch and Tensorflow.
pyterrier_deepimpact
PyTerrier bindings for DeepImpact
mlflow
Open source platform for the machine learning lifecycle
mleap
MLeap: Deploy ML Pipelines to Production
awesome-mlops
:sunglasses: A curated list of awesome MLOps tools
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
vectorhub
Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)
SeqFM
A pytorch implementation of SeqFM(Sequence-Aware Factorization Machines for Temporal Predictive Analytics.) [ICDE20]
NeMo
Neural Modules: a toolkit for conversational AI
eda_nlp
Code for the EMNLP-IJCNLP paper: Easy data augmentation techniques for boosting performance on text classification tasks.
system_design
Preparation links and resources for system design questions
scalafix
Refactoring and linting tool for Scala
texar-pytorch
Toolkit for Machine Learning and Text Generation, in PyTorch
almond
A scala kernel for Jupyter
sklearn_tda
Open source library for combining TDA and Machine Learning
perslay
Implementation of the PersLay layer for Persistence Diagrams
botorch
Bayesian optimization in PyTorch
Ax
Adaptive Experimentation Platform
sparkmagic
Jupyter magics and kernels for working with remote Spark clusters
PyTorch-BigGraph
Software used for generating embeddings from large-scale graph-structured data.
interpretable-ml-book
Book about interpretable machine learning
crcf
Combination Robust Cut Forests: Merging Isolation Forests and Robust Random Cut Forests
faiss
A library for efficient similarity search and clustering of dense vectors.
torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!