The klab-kernel from kesci

julia 基础包 support

"Distributions" => v"0.16.2"
"StatPlots" => v"0.8.0"
"Query" => v"0.9.3"
"Missings" => v"0.3.0"
"PyCall" => v"1.18.3"
"LaTeXStrings" => v"1.0.2"
"IJulia" => v"1.10.0"
"PlotRecipes" => v"0.3.0"
"Flux" => v"0.6.6"
"Plots" => v"0.20.1+"
"PyPlot" => v"2.6.2"
"RDatasets" => v"0.5.0"
"Zygote" => v"0.1.0"
"Knet" => v"1.0.0"
"DataFrames" => v"0.13.1"
"NNlib" => v"0.4.1"
"Turing" => v"0.4.4+"
"UnicodePlots" => v"0.3.1"
"PlotlyJS" => v"0.10.3+"

lxml==4.2.1

lxml-4.2.1-cp35-cp35m-manylinux1_x86_64.whl

conda-forge 配置为清华源

conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge/

set r site library environment

/usr/lib/R/site-library

pip3 install vowpalwabbit

依赖预先安装的软件
apt-get install libboost-program-options-dev zlib1g-dev libboost-python-dev clang make automake

apt-get install strace

strace 在 GPU 安装中方便调试，最好在 GPU 版本中预装。

bob.kaldi 1.2.0

https://pypi.org/project/bob.kaldi/

pytorch to 1.0.0

allennlp 0.7.2

update tensorflow to 1.9

paddlepaddle gpu 版本和 cpu 版本不兼容

https://github.com/PaddlePaddle/models/blob/develop/ssd/vgg_ssd_net.py#L65

Upgrade pytorch to 4.0

update pkgs

librosa==0.6.1
python_speech_features == 0.6

matplotlib 3.0 已经不支持 python2，seanborn 也有影响

mglearn==0.1.6

https://pypi.org/project/mglearn/0.1.6/

原装mxnet1.1运行d2l课程脚本报错

/opt/conda/lib/python3.6/site-packages/mxnet/base.py in check_call(ret)
144 """
145 if ret != 0:
--> 146 raise MXNetError(py_str(_LIB.MXGetLastError()))
147
148

MXNetError: [10:27:25] /home/travis/build/dmlc/mxnet-distro/mxnet-build/dmlc-core/include/dmlc/./any.h:286: Check failed: type_ != nullptr The any container is empty requested=N5mxnet10Imperative6AGInfoE

Stack trace returned 10 entries:
[bt] (0) /opt/conda/lib/python3.6/site-packages/mxnet/libmxnet.so(+0x192112) [0x7f8c1e7ab112]
[bt] (1) /opt/conda/lib/python3.6/site-packages/mxnet/libmxnet.so(+0x192738) [0x7f8c1e7ab738]
[bt] (2) /opt/conda/lib/python3.6/site-packages/mxnet/libmxnet.so(+0x237ae9c) [0x7f8c20993e9c]
[bt] (3) /opt/conda/lib/python3.6/site-packages/mxnet/libmxnet.so(+0x239044e) [0x7f8c209a944e]
[bt] (4) /opt/conda/lib/python3.6/site-packages/mxnet/libmxnet.so(MXAutogradBackwardEx+0x527) [0x7f8c208e6227]
[bt] (5) /opt/conda/lib/python3.6/lib-dynload/../../libffi.so.6(ffi_call_unix64+0x4c) [0x7f8c4b81cec0]
[bt] (6) /opt/conda/lib/python3.6/lib-dynload/../../libffi.so.6(ffi_call+0x22d) [0x7f8c4b81c87d]
[bt] (7) /opt/conda/lib/python3.6/lib-dynload/_ctypes.cpython-36m-x86_64-linux-gnu.so(_ctypes_callproc+0x2ce) [0x7f8c4ba31dee]
[bt] (8) /opt/conda/lib/python3.6/lib-dynload/_ctypes.cpython-36m-x86_64-linux-gnu.so(+0x12825) [0x7f8c4ba32825]
[bt] (9) /opt/conda/bin/python(_PyObject_FastCallDict+0x8b) [0x562d499971bb]

NiftyNet==0.3.0

https://github.com/NifTK/NiftyNet

mpl_finance

pip install https://github.com/matplotlib/mpl_finance/archive/master.zip

Install sox

apt-get install sox

ir package ROCR

https://cran.r-project.org/web/packages/ROCR/index.html

为啥我的项目中导入ffm包失败呢？

管理员你好，我在项目中导入ffm包失败，按照官方的教程安装ffm,!pip install ffm --upgrade,提示失败。Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple
Collecting ffm
Could not find a version that satisfies the requirement ffm (from versions: )
No matching distribution found for ffm
这该怎么解决呢？

tensorflow 1.6.0 has requirement protobuf>=3.4.0, but you'll have protobuf 3.1.0 which is incompatible.
grpcio 1.11.0 has requirement protobuf>=3.5.0.post1, but you'll have protobuf 3.1.0 which is incompatible.
tensorboard 1.6.0 has requirement protobuf>=3.4.0, but you'll have protobuf 3.1.0 which is incompatible.

import sympy
sympy.sqrt(3)

mxnet 1.1.0 has requirement numpy<=1.13.3, but you'll have numpy 1.14.2 which is incompatible.
mxnet 1.1.0 has requirement requests==2.18.4, but you'll have requests 2.11.1 which is incompatible.

PyTorch 更新到 0.4.1

pyecharts not compatible with pip 10

Collecting pyecharts==0.2.7
  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/be/79/5368bd75fb5f25200fa5531344bd1ec6839534c6f1b3bdedd5292299bbed/pyecharts-0.2.7.tar.gz (7.2MB)
    Complete output from command python setup.py egg_info:
    Traceback (most recent call last):
      File "/tmp/pip-install-uc2lb6e4/pyecharts/setup.py", line 8, in <module>
        from jupyterpip import cmdclass
    ImportError: No module named 'jupyterpip'

    During handling of the above exception, another exception occurred:

    Traceback (most recent call last):
      File "<string>", line 1, in <module>
      File "/tmp/pip-install-uc2lb6e4/pyecharts/setup.py", line 13, in <module>
        pip.main(['install', 'jupyter-pip'])
    AttributeError: module 'pip' has no attribute 'main'

    ----------------------------------------
Command "python setup.py egg_info" failed with error code 1 in /tmp/pip-install-uc2lb6e4/pyecharts/

xlrd

https://github.com/python-excel/xlrd

R packages

https://zhuanlan.zhihu.com/p/25774349

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