Ilham Bintang's repositories
mlflow-example
This repository provides an example of dataset preprocessing, GBRT (Gradient Boosted Regression Tree) model training and evaluation, model tuning and finally model serving (REST API) in a containerized environment using MLflow tracking, projects and models modules.
image-search-fastapi
LombokAI minibatch
async-ml-inference
PoC with FastAPI and Celery to ML inference
asyncer
Asyncer, async and await, focused on developer experience.
bert-as-service
Mapping a variable-length sentence to a fixed-length vector using BERT model
bootcamp
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
chatbot-react
Chatbot React UI. DevC Batam React Challenge
darknet
YOLOv4v / Scaled-YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )
docarray
The data structure for unstructured data
grpc_demo
This is sample of simple Microservice using gRPC + ProtoBuff
httpx
A next generation HTTP client for Python. 🦋
indonesian-language-models
Indonesian Language Models and its Usage
jina
An easier way to build neural search on the cloud
katib
Repository for hyperparameter tuning
merlin
Kubernetes-friendly ML model management, deployment, and serving.
mlflow
Open source platform for the machine learning lifecycle
mlops-zoomcamp
Free MLOps course from DataTalks.Club
mlp
A platform for developing and operating the machine learning systems at the various stages of machine learning life cycle.
onnx
Open standard for machine learning interoperability
pagan
Python avatar generator for absolute nerds
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
siamese-pytorch
Implementation of Siamese Networks for image one-shot learning by PyTorch, train and test model on dataset Omniglot
streamlit-webrtc-example
Real time video and audio processing examples with Streamlit and streamlit-webrtc