Alex (sokolov-alex)

sokolov-alex

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Location:San Diego, California

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Alex's starred repositories

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

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notebooks

Notebooks using the Hugging Face libraries 🤗

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fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

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lightseq

LightSeq: A High Performance Library for Sequence Processing and Generation

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kaldi

kaldi-asr/kaldi is the official location of the Kaldi project.

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sockeye

Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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bert

TensorFlow code and pre-trained models for BERT

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ai-deadlines

:alarm_clock: AI conference deadline countdowns

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mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

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xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

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bayesian_changepoint_detection

Methods to get the probability of a changepoint in a time series.

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keras

Deep Learning for humans

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Theano

Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor

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