janekzimoch Goto Github PK

algo_trading

project to explore building a full stack web app reading and processing feed in real time from an external provider thorugh trier API.

autoencoders-deep-dive

causal_inference_with_probabilistic_modelling

Report and iPython notebook on application of Probabilistic Modelling for Causal Inference

deep_metric_learning

Project on image similarity classfication using Deep Metric Learning

document-retrival-evaluation

janek_zimoch_personal_website

localisation_with_image

Master thesis project on localisation from an image using pixel world coordinate regression.

machine_navigable_internet

Code repo for "WebArena: A Realistic Web Environment for Building Autonomous Agents"

ml_reference

mlreference

multimodal_output_models

next_practice

pdfgpt

similar_company_finder

WebApp to enable sales people find new B2B leads, by searching similar companies to the companies they have sold to.

user_intent_resolution

User intent resolution via entropy minimisation.

using_kafka_with_ml_model

A toy example for Pub/Sub communication, with unified API for Kafka and Google Pub/Sub message brookers. Communication happens between 3 applications: (1) an app that queries predicton requests, (2) a simple classification model, and (3) a prediction reading app.

voice-bot-demo

voting_app

react practice toy project

web_dev_practice

a series of smaller projects