anubhav11

anubhav11

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graph-rag

Graph based retrieval + GenAI = Better RAG in production

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spark-bigquery-connector

BigQuery data source for Apache Spark: Read data from BigQuery into DataFrames, write DataFrames into BigQuery tables.

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ml-hierarchical-confusion-matrix

Neo: Hierarchical Confusion Matrix Visualization (CHI 2022)

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iceberg

Apache Iceberg

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blogs

Jupyter notebooks that support my graph data science blog posts at https://bratanic-tomaz.medium.com/

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handcalcs

Python library for converting Python calculations into rendered latex.

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plotly-resampler

Visualize large time series data with plotly.py

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skweak

skweak: A software toolkit for weak supervision applied to NLP tasks

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Top2Vec

Top2Vec learns jointly embedded topic, document and word vectors.

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txtai

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

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Tkinter-Designer

An easy and fast way to create a Python GUI 🐍

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UltraDict

Sychronized, streaming Python dictionary that uses shared memory as a backend

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TTS

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

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ploomber

The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️

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gitoops

all paths lead to clouds

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replaCy

spaCy match and replace, maintaining conjugation

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geemap

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

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BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

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ipygany

3-D Scientific Visualization in the Jupyter Notebook

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notebooker

Productionise & schedule your Jupyter Notebooks as easily as you wrote them.

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Alt-ZSC

Alternate Implementation for Zero Shot Text Classification: Instead of reframing NLI/XNLI, this reframes the text backbone of CLIP models to do ZSC. Hence, can be lightweight + supports more languages without trading-off accuracy. (Super simple, a 10th-grader could totally write this but since no 10th-grader did, I did) - Prithivi Da

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ezflow

A modular PyTorch library for optical flow estimation using neural networks

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PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

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mermaid

Generation of diagrams like flowcharts or sequence diagrams from text in a similar manner as markdown

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rexmex

A general purpose recommender metrics library for fair evaluation.

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mito

The mitosheet package, trymito.io, and other public Mito code.

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OpenBBTerminal

Investment Research for Everyone, Everywhere.

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ipycanvas

Interactive Canvas in Jupyter

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arena

DIAMBRA Arena: a New Reinforcement Learning Platform for Research and Experimentation

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augmenty

Augmenty is an augmentation library based on spaCy for augmenting texts.

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