Samhita Alla's repositories
geolocator
Location Predictor 📍
flyte-banana
Orchestrate and serve ML models with Flyte and Banana
sad-talker-on-flyte
Using Flyte, a distributed processing platform, for SadTalker inference.
github-repository-insights
Retrieve growth charts for your GitHub-hosted projects at any desired frequency (e.g. daily, weekly, monthly).
datacatalog
Data Catalog is a service for indexing parameterized, strongly-typed data artifacts across revisions. It also powers Flytes memoization system
GeoEstimation
This repository contains all necessary meta information, results and source files to reproduce the results in the publication Eric Müller-Budack, Kader Pustu-Iren, Ralph Ewerth: "Geolocation Estimation of Photos using a Hierarchical Model and Scene Classification", In: European Conference on Computer Vision (ECCV), Munich, 2018.
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.
dj-rest-auth
Authentication for Django Rest Framework
flyteconsole
The user interface for Flyte
flytecopilot
The Flyte data-sidecar that helps move the input and output data intelligently between containers
flyteidl
Flyte at its core has a declarative, type-safe language for declaring data dependencies between arbitrary computation units. This repository contains the core specification of this language in the form of protocol-buffers.
flytekit
Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.
flytekit-python-template
A template for setting up a sandbox deployment with registerable flytekit workflows
flytelab
Machine Learning Projects with Flytekit
flyteplugins
Flyte Backend Plugins contributed by the Flyte community.
flytepropeller
FlytePropeller is a Kubernetes native operator, that executes Flyte Workflows and Tasks. It has its own kubectl-flyte CLI to interact and is extensible using the flyteplugins/pluginmachinery interface
flytesnacks
Flyte Learn by Examples. Generated documentation - https://flytecookbook.readthedocs.io/en/latest/
flytestdlib
A apache commons style library in Golang, use by the Flyte project. Contains utilities for metrics, pflags, config management, storage abstraction, caching etc
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
langchain
⚡ Building applications with LLMs through composability ⚡
llm-fine-tuning
A fine-tuning project
python-for-kids
Python course for kids.
whisper-jax
JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.