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Name: Daniel Stancl
Type: User
Company: Rossum
Bio: ML Engineer @ Rossum.ai | Core Maintainer @ TorchMetrics
Twitter: stancld
Location: Prague
Name: Daniel Stancl
Type: User
Company: Rossum
Bio: ML Engineer @ Rossum.ai | Core Maintainer @ TorchMetrics
Twitter: stancld
Location: Prague
A simple way to train and use NLP models with multi-GPU, TPU, mixed-precision
ActiveLoop Course - LangChain & Vector Databases in Production
Huggingface Transformers + Adapters = ❤️
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Old times - LPPL and Critical Slowing Down for financial bubble prediction
BERT score for text generation
Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
My very first steps with C++
🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools
DocILE: Document Information Localization and Extraction Benchmark
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Code and model for the paper "Improving Language Understanding by Generative Pre-Training"
Shared code for training sentence embeddings with Flax / JAX
This is a toy repo for testing some GitLab CI functionalities locally on Docker
All the open source things related to the Hugging Face Hub.
Containerized app for reproducing InfoLM test results for torchmetrics
Flexible interface for high-performance research using SOTA Transformers leveraging Pytorch Lightning, Transformers, and Hydra.
Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.
Machine learning metrics for distributed, scalable PyTorch applications.
This thesis investigates the relationship between employee sentiment, proxied by Glassdoor reviews and ratings, and excessive returns on corresponding bonds. While sentiment analysis is well studied for probing into how companies are perceived by investors or the general public, it is a novel idea to exploit sentiment of employees, which enables us to capture very important information for assessing companies' governance. Although a few studies scrutinising the relation employee sentiment and future stock returns have already appeared, this is the first attempt, to the best of my knowledge, to place this analysis to the universe of corporate bonds.
Source code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.