Discover skandavivek/Geospatial-Clustering Open Source project

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skandavivek

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Evaluating clustering algorithms KMeans, DBSCAN, Hierarchical Agglomerative performance on geospatial data

transformerQA-finetuning

Fine-tuning HuggingFace Transformer Question-Answering Models On Custom Data

Jupyter Notebook

DSPy-blog

A tutorial on DSPy and whether automated prompt engineering lives up to the hype

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web-qa

Python

ChatGPT-API

A tutorial on the ChatGPI provided by OpenAI

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RAG-From-Scratch

RAG is becoming the standard to customize the output of LLMs for domain specific applications with data. Learn how to build RAG applications from scratch.

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self-RAG

A tutorial on Self-RAG.

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openai-function-calling

A tutorial on the new OpenAI ChatGPT/GPT-4 function calling, which bridges the gap between deterministic and non-deterministic programming - leading to all sorts of possibilities

Jupyter Notebook

sumo-traffic-grids

Simulating traffic on grids using SUMO and Python

Python

PyTorch-Transfer-Learning

Deep Transfer Learning Tutorial in PyTorch on Animals-10 Dataset

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pinecone-openai-tutorial

A tutorial on how to use a vector DB like Pinecone for querying custom docs for retrieval augmented generation

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osmnx-edge-speeds

Obtaining road speeds corresponding to OSMnx urban road networks from the HERE traffic API

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RAG-Doc-Parsers

This repository demonstrates different document parsing strategies for Retrieval-Augmented Generation (RAG) applications, focusing on parsing a table from the Amazon Q1 2024 financial report.

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tracking-cars-highway

Modified Lucas-Kanade algorithm to detect and track cars

Python

fine-tune-transformer-classifier

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Visualizing-YOLO-annotations

Visualizing YOLO annotations on an image (created in https://www.makesense.ai/)

Python

Safegraph-OSMnx-HERE

Code for paper on incorporating state of the art geospatial data sets on complex networks to predict disruptions stemming from cyberattacks on road network infrastructures

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Manhattan-predicting-fragility

Prediction of speeds in Manhattan, and fragility of transportation network to collisions

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upstash-vectordb-tutorial

A tutorial on how to use the Upstash vector DB for querying custom docs for retrieval augmented generation

Jupyter Notebook

skandavivek/Geospatial-Clustering

skandavivek

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