Aashish Venkatesh AashishV

Machine Learning Engineer @ Nicolab

chssch / spacy_srl.py

Last active March 1, 2023 18:01

Use AllenNLP Semantic Role Labeling (http://allennlp.org/) with SpaCy 2.0 (http://spacy.io) components and extensions

	# This small script shows how to use AllenNLP Semantic Role Labeling (http://allennlp.org/) with SpaCy 2.0 (http://spacy.io) components and extensions
	# Script installs allennlp default model
	# Important: Install allennlp form source and replace the spacy requirement with spacy-nightly in the requirements.txt
	# Developed for SpaCy 2.0.0a18

	from allennlp.commands import DEFAULT_MODELS
	from allennlp.common.file_utils import cached_path
	from allennlp.service.predictors import SemanticRoleLabelerPredictor
	from allennlp.models.archival import load_archive

apaszke / bad_grad_viz.py

Last active February 19, 2025 15:09

	from graphviz import Digraph
	import torch
	from torch.autograd import Variable, Function

	def iter_graph(root, callback):
	queue = [root]
	seen = set()
	while queue:
	fn = queue.pop()
	if fn in seen:

spro / pytorch-conv1d-rnn.py

Last active June 21, 2022 14:36

	import torch
	from torch import nn
	from torch.autograd import Variable
	import torch.nn.functional as F

	class RNN(nn.Module):
	def __init__(self, input_size, hidden_size, output_size, n_layers=1):
	super(RNN, self).__init__()
	self.input_size = input_size
	self.hidden_size = hidden_size

mjdietzx / waya-dl-setup.sh

Last active September 20, 2025 11:52

Install CUDA Toolkit v8.0 and cuDNN v6.0 on Ubuntu 16.04

	#!/bin/bash

	# install CUDA Toolkit v8.0
	# instructions from https://developer.nvidia.com/cuda-downloads (linux -> x86_64 -> Ubuntu -> 16.04 -> deb (network))
	CUDA_REPO_PKG="cuda-repo-ubuntu1604_8.0.61-1_amd64.deb"
	wget http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/${CUDA_REPO_PKG}
	sudo dpkg -i ${CUDA_REPO_PKG}
	sudo apt-get update
	sudo apt-get -y install cuda

kwmiebach / pytest.md

Last active October 28, 2025 14:04 — forked from amatellanes/pytest.sh

pytest cheat sheet

(Create a symlink pytest for py.test)

pytest [options] [file_or_dir] [file_or_dir] ...

Help: