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+void intialize() +{ + for(int i=0;i0;++i) + { + j=0; + update_mean_var();; + update_p(); + printf("iter:%d",i); + for(int k=0;k Date: Mon, 6 May 2013 11:57:24 +0800 Subject: [PATCH 02/32] use ALL --- em/main.cpp | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/em/main.cpp b/em/main.cpp index 2467c18..870c84b 100644 --- a/em/main.cpp +++ b/em/main.cpp @@ -6,11 +6,11 @@ enum { P, ALL }; -double x[][3] = {{1.5,0,0},{1.8,0,0},{1.9,1,0},{2.0,1,0},{2.1,1,0},{2.2,1,0},{2.2,1,0},{2.4,0,0},{2.5,1,0},{2.7,0,0},{2.9,1,0},{3.0,1,0},{3.3,0,1},{3.9,0,0},{3.9,1,0},{3.9,1,0},{4.0,0,0},{4.1,1,0},{4.1,0,0},{4.2,0,0},{5.0,1,0}}; +double x[][ALL] = {{1.5,0,0},{1.8,0,0},{1.9,1,0},{2.0,1,0},{2.1,1,0},{2.2,1,0},{2.2,1,0},{2.4,0,0},{2.5,1,0},{2.7,0,0},{2.9,1,0},{3.0,1,0},{3.3,0,1},{3.9,0,0},{3.9,1,0},{3.9,1,0},{4.0,0,0},{4.1,1,0},{4.1,0,0},{4.2,0,0},{5.0,1,0}}; double mean[2] = {0,0}; double var[2]={0,0}; int count[2] = {0,0}; -int sample_count = sizeof(x) / (sizeof(double)*3); +int sample_count = sizeof(x) / (sizeof(double)*ALL); void intialize() { for(int i=0;i Date: Mon, 6 May 2013 16:03:37 +0800 Subject: [PATCH 03/32] x[i][P] = (count[int(x[i][LABLE])]*1.0)/sample_count; add 1.0, thanks @TreapDB --- em/main.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/em/main.cpp b/em/main.cpp index 870c84b..8d8d3fd 100644 --- a/em/main.cpp +++ b/em/main.cpp @@ -19,7 +19,7 @@ void intialize() } for(int i=0;i Date: Mon, 28 Oct 2013 10:32:43 +0800 Subject: [PATCH 04/32] add perceptron --- perceptron/makefile | 5 ++++ perceptron/perceptron.cpp | 62 +++++++++++++++++++++++++++++++++++++++ 2 files changed, 67 insertions(+) create mode 100644 perceptron/makefile create mode 100644 perceptron/perceptron.cpp diff --git a/perceptron/makefile b/perceptron/makefile new file mode 100644 index 0000000..80199ee --- /dev/null +++ b/perceptron/makefile @@ -0,0 +1,5 @@ + +main: + g++ -o perceptron perceptron.cpp -std=gnu++0x +clean: + rm -rf perceptron diff --git 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b/perceptron/perceptron.cpp @@ -1,9 +1,13 @@ #include #include #include +#include +#include using namespace std; + typedef pair direct_t; + ostream& operator<<(ostream &os , direct_t& p) { cout< Date: Mon, 28 Oct 2013 17:43:45 +0800 Subject: [PATCH 07/32] update makefile --- perceptron/makefile | 2 +- perceptron/perceptron.cpp | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/perceptron/makefile b/perceptron/makefile index 80199ee..ab472d9 100644 --- a/perceptron/makefile +++ b/perceptron/makefile @@ -1,5 +1,5 @@ main: - g++ -o perceptron perceptron.cpp -std=gnu++0x + g++ -o perceptron perceptron.cpp clean: rm -rf perceptron diff --git a/perceptron/perceptron.cpp b/perceptron/perceptron.cpp index 4b53444..140c6fb 100644 --- a/perceptron/perceptron.cpp +++ b/perceptron/perceptron.cpp @@ -32,8 +32,8 @@ int main(void) { const int postive_number = 3; const int negative_number = 3; - direct_t positive_samples[postive_number] = {{1,1+0.5},{2-0.5,2},{3,3+0.8}}; - direct_t negative_samples[negative_number] = {{4,4-0.5},{5+0.5,5},{6,6-1}}; + direct_t positive_samples[postive_number] = {direct_t(1,1+0.5),direct_t(2-0.5,2),direct_t(3,3+0.8)}; + direct_t negative_samples[negative_number] = {direct_t(4,4-0.5),direct_t(5+0.5,5),direct_t(6,6-1)}; direct_t theta(0,2); // initialized theta with (1,2) From f3b957551bae873ccbb1b580df6ae9b845fcfe2f Mon Sep 17 00:00:00 2001 From: pennyliang Date: Sat, 9 Nov 2013 16:31:43 +0800 Subject: [PATCH 08/32] add adaboost --- adaboost/adaboost.cpp | 100 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 100 insertions(+) create mode 100644 adaboost/adaboost.cpp diff --git a/adaboost/adaboost.cpp b/adaboost/adaboost.cpp new file mode 100644 index 0000000..a3dbca5 --- /dev/null +++ b/adaboost/adaboost.cpp @@ -0,0 +1,100 @@ +#include +#include +using namespace std; +int sample[10][4] = { + {1,0,1,1}, + {1,0,1,1}, + {0,1,1,-1}, + {0,1,0,-1}, + {1,1,1,1}, + {0,1,0,1}, + {0,1,1,1}, + {1,0,0,-1}, + {0,1,1,1}, + {1,0,0,-1} + }; +int f(int a[4]) +{ + if(a[0] == 1) return 1; + else return -1; +} +int g(int a[4]) +{ + if(a[1] == 1) return 1; + else return -1; +} +int h(int a[4]) +{ + if(a[2] == 1) return 1; + else return -1; +} +typedef int (*func) (int a[4]); +int c_iter_number = 5; +int main(int argc, char** argv) +{ + func func_arr[3] = {f,g,h}; + int m = 10; + double D[m]; + for(int i=0;i0?1:-1)*(error[0]-0.5); + int max_idx = 0 ; + for(int i = 1; i<3;++i) + { + if((error[i]-0.5>0?1:-1)*(error[i]-0.5)>max) + { + max = error[i]; + max_idx = i; + } + } + + alpha[t] = 0.5*log((1-error[max_idx])/error[max_idx]); + h[t] = max_idx; + double sum = 0; + double alpha_t = alpha[t]; + for(int i=0;i<10;++i) + { + int f = h[t]; + double t = D[i] * exp(-1*alpha_t* (func_arr[f](sample[i])*sample[i][3]) ); + sum += t; + D[i] = t; + } + for( int i=0;i<10;++i) + { + D[i] /= sum; + } + + } + int correct_number = 0; + for(int s=0;s<10;++s) + { + double result = 0; + for(int i = 0;i0?1:-1) == sample[s][3] ) correct_number++ ; + cout<0?1:-1) == sample[s][3])< Date: Sun, 30 Mar 2014 09:14:29 +0800 Subject: [PATCH 09/32] add BRM --- DL/Restricted_Boltzmann_machine/Rbm | Bin 0 -> 25480 bytes DL/Restricted_Boltzmann_machine/Rbm.cpp | 120 +++++++++++++++++++++ DL/Restricted_Boltzmann_machine/array.hpp | 126 ++++++++++++++++++++++ DL/Restricted_Boltzmann_machine/split.hpp | 34 ++++++ 4 files changed, 280 insertions(+) create mode 100755 DL/Restricted_Boltzmann_machine/Rbm create mode 100644 DL/Restricted_Boltzmann_machine/Rbm.cpp create mode 100644 DL/Restricted_Boltzmann_machine/array.hpp create mode 100644 DL/Restricted_Boltzmann_machine/split.hpp diff --git a/DL/Restricted_Boltzmann_machine/Rbm b/DL/Restricted_Boltzmann_machine/Rbm new file mode 100755 index 0000000000000000000000000000000000000000..e66cdb8acb96109c03447e1c6c316b4022473a97 GIT binary patch literal 25480 zcmcJ14SZD9weQYM0ud9EAZkP^Qv?MpF$n>J!1eGkcp^a~AsW#-NhT9Akgu1SVBm@u z8?a8tSoEi@U$xxowOp@O>h)SmErgF6^zpmD6u(l-yG% 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+double corpus[8][9] = { + {1,0,0,0,0,0,0,0,1}, + {0,1,0,0,0,0,0,0,1}, + {0,0,1,0,0,0,0,0,1}, + {0,0,0,1,0,0,0,0,1}, + {0,0,0,0,1,0,0,0,1}, + {0,0,0,0,0,1,0,0,1}, + {0,0,0,0,0,0,1,0,1}, + {0,0,0,0,0,0,0,1,1} + }; + + +double corpus2[8][9]={ + {1,0,0,0,0,0,0,0,1}, + {0,1,0,0,0,0,0,0,1}, + {0,0,1,0,0,0,0,0,1}, + {0,0,0,1,0,0,0,0,1}, + {0,0,0,0,1,0,0,0,1}, + {0,0,0,0,0,1,0,0,1}, + {0,0,0,0,0,0,1,0,1}, + {0,0,0,0,0,0,0,1,1} + + }; + + + + +double sigmoid(double x) +{ + double ex = pow(2.718281828,x); + return ex/(1+ex); +} +double* sig_table; +double function_g(double x) +{ + x=x>3.99?4.0:x; + x=x<-3.99?-4.0:x; + return sig_table[(uint32_t)((x+4.0)*128*1024)]; +}; +double init_sig_table() +{ + sig_table = (double*)malloc((8*128*1024+1)*sizeof(double)); + for(int i=1;i<8*128*1024;++i) + { + sig_table[i] = sigmoid(((i>>17)-4.0)); + } + sig_table[0] = 0; + sig_table[8*128*1024]=1; + +} +void init_matrix(t_array& w) +{ + for(int i=0;i +#include +#include +#include +#include +#include +#include +#include +#include +using namespace std; + +struct t_array +{ + t_array(uint32_t x, uint32_t y,const char* filename):m_X(x),m_Y(y) + { + if(filename == NULL) + { + m_in = (double*)malloc(x*y*sizeof(double)); + m_fd = -1; + } + else + { + struct stat sb; + uint32_t block_cnt = (x*y*sizeof(double)/1024)+1; + if (stat(filename, &sb) == -1) { + + char command_line[0x100]; + snprintf(command_line,0x100,"dd if=/dev/zero of=%s bs=1k count=%d",filename,block_cnt); + system(command_line); + } + m_fd = open(filename, O_CREAT|O_RDWR|O_NONBLOCK,00777); + m_flen = lseek(m_fd, 1, SEEK_END)-1; + m_in = (double*)mmap(0,m_flen,PROT_READ|PROT_WRITE,MAP_SHARED,m_fd,0); + } + }; + ~t_array() + { + if(m_fd == -1) + { + free(m_in); + } + else + { + msync(m_in,m_flen,MS_SYNC); + munmap(m_in,m_flen); + close(m_fd); + } + } + double* operator[](uint32_t idx) + { + //return (T*)((long)(&m_in[idx*m_Y])*(idx array(4,4); + + for(int i=0;i<4;++i) + { + for(int j=0;j<4;++j) + { + printf("%f\t",array[i][j]); + } + printf("\n"); + } +}*/ diff --git a/DL/Restricted_Boltzmann_machine/split.hpp b/DL/Restricted_Boltzmann_machine/split.hpp new file mode 100644 index 0000000..ab934ff --- /dev/null +++ b/DL/Restricted_Boltzmann_machine/split.hpp @@ -0,0 +1,34 @@ +void split_(const char* str,const char split_char,vector& str_v) +{ + const char* term_head = str; + const char* term_tail = str; + for(;(term_head = term_tail )!='\0';) + { + string os ; + char buf[2]; + buf[1]='\0'; + for(term_tail = term_head; *term_tail != split_char&&*term_tail!='\0'&&*term_tail!='\n' ;term_tail++) + { + buf[0] = *term_tail; + os.append(buf); + } + if(*term_tail == split_char) + { + str_v.push_back(atoi(os.c_str())); + term_tail++; + } + else if(*term_tail == '\n') + { + str_v.push_back(atoi(os.c_str())); + return; + } + else if(*term_tail == '\0') + { + str_v.push_back(atoi(os.c_str())); + return; + } + else + return; + } + +}; From 3da9c02e3eb27ee6560cae93673b862a34592bb6 Mon Sep 17 00:00:00 2001 From: root Date: Sun, 30 Mar 2014 10:07:40 +0800 Subject: [PATCH 10/32] test --- README | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README b/README index 9ef5631..7eafb56 100644 --- a/README +++ b/README @@ -1,2 +1,2 @@ hello,pennyliang -hello,cathywu +hello,Deep learning From ede06bf44e1967cbb1e37286decf2abc9020a70e Mon Sep 17 00:00:00 2001 From: root Date: Sun, 30 Mar 2014 14:32:50 +0800 Subject: [PATCH 11/32] update RBM model to show a great exampl!! --- DL/Restricted_Boltzmann_machine/Rbm | Bin 25480 -> 16221 bytes DL/Restricted_Boltzmann_machine/Rbm.cpp | 1 - DL/Restricted_Boltzmann_machine/split.hpp | 34 ---------------------- 3 files changed, 35 deletions(-) delete mode 100644 DL/Restricted_Boltzmann_machine/split.hpp diff --git a/DL/Restricted_Boltzmann_machine/Rbm b/DL/Restricted_Boltzmann_machine/Rbm index e66cdb8acb96109c03447e1c6c316b4022473a97..05aa360600c9f85e7d2c74868d99ec40e238ba20 100755 GIT binary patch literal 16221 zcmeHOdvsLQx!*IBK!k)z6g2|MKtl~GF+oJsq9=sG6O9mgSWqrAVP--`lT2=A#s*rv zV2q2?F&bUcYrWdCN>^KNSLQ++Z|YLljHEUqYD&@E-?tw#XHMpb zdVBx5>u$*T&iC8jWAAT&XPgQ?l??e?Jza^U-NSV04Bm$i}nY4}UWpA|EYgE&PttIfDOcf?#-((UmI3Juc^r)e1LvMgxx0}0e4AP#t-ffip*`mFG2fLp z`BsKDg`=@hdrfmgG#ZLB-*wAZ#TJDlQQyXfXlOxgYdE&F%6k*3c69jKLhaE=YeRE5 zw%K=6WiH_w5{BCr;ju091L8IX0=_6ARm``h^#|eBARI^IEg`B52+@|7hBnp`-P{_0 zvp`3KuOSxd2*+4+G!(j#wKOz0M*=Lm8I5gWE%8>8jV?|Sfnk~3RSWw zyV%kYZe`Kdw)SvqtdTXgheD|DK=)(pikceV1r?R-in`h*HNN>3^D8c7HEY*aFRAra zRa_w8wQC`=0AY0Ue-u!cJQoNZ^CU8XQx~6yaVfLgAg!*i`tNR@Of%+mSTJ!-SV8 z5VXgHo9ESgP59|1`CTUb6chd%6HfOYRUS6srz#Ls?;I{j?shPioR8s6&O@8@&Zi3w zj$P4^58`R5lIr37tHe{vq_%PX1>z}HQf-_+Ks=>L%Fp?|#8Yad>N)=?@stuNjr0Fb zJf%XalJmbHo`yQ*;rxBX(-5bMIe$0tG_)zk`5zNcLz)`-62P2Wh^L`U4RL-8@ic^~ z0nWD*PeYgL<@^oA)6k?I=KMzDX-HDLz=QHq^_N=Xl?}S_uHO0HNd4;C{@%7TG^Y3W zZR4c>`67)aUxvcbo*o)2J(0iebPv(U(qdV;~>2n4(%qMxjEy0-vtYj8J4~0%;YDy) z0zR>3SPuvz-7|_4-r>H{k|XYOddX8Y_qx6>`J@Pvs}suGw+@euxtaTC=yZH9th_kQ z!}jv98^vIs1gm%VF!)sw8M$0HoEW-N44q1ka^2WE*zZk}V(K6cXc#}gAIHR+BqBIy zyr~=g$tqk@*{w{D9H;*D>3b)?wYzQcq_=kK#&i1TAL`wClXT;N-gj&Q0ez#F>vIq2 z#(>^8eZ|C?Zb3`GoD&cRmNj9cO>f&;QiFLD}I4JpB7elF)M?4Rl*JI#r;%_PM0k$B3)W zWf-FoDkhzD?Q7#|_xy0`@2~jtmRlj}?d|uz1T!qvh557JJHXGWTZuIYvv-#mxjSJ) zWk$dEbuRQ19J7ROAVq5GnwFy0cb#YT^9*su(>xVV_;u*bZ&jU zfM>P4>v}{#tC7!8@Qj05*dxHmUh)GBnJ_W{BLhxp^~Y zIUj`c!HLrOc0LqCJdh$whbY-alBAF%nJj&e3yCZ>2|Z00UM5TFhCRMFi8b$y8&8>~ zavZu#NfBb^EUm{ilvpz~KGY;kp(bx4!QMl!-pkHXQzK`JMv|>`?VOEL7*MCg7z`tP z!z!)cMrP5}-?=rZhGj1xivK=Ziqd?%BkiN4i!K9RiSY7DdYFP!ejVznl5&tVm!~z0 zcakQxj)e9V5^l>c-8tYAw`F%%7}v+)GmO`2ji<>Q+4?aCug*Z0 zy>@tt!fpbV5!*##fow63tst@4(i*=tk>o7&PZ%U_>!<1a7O{D#6!X~jr|F8jzIwg5 z_hV5~Y-~Ml#78@~9(Tmg*}ip@)}rxQ`#a9|v*a>#XAiwn*xQCK?jwxMMF0!^eI&h~ zqL=&~A|Z`#AMORD8&9o8@Que-({X1#4TRCH6G?PYO=2gnsmCH#@+4!_7wVl)kr<0# zn&=`C_d{L0rWXqZ7d2qtCuHk@)T5iFu+Xp3#W|KLf%{yleaT5!*BajAdiPF01fj;; 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a/DL/Restricted_Boltzmann_machine/split.hpp b/DL/Restricted_Boltzmann_machine/split.hpp deleted file mode 100644 index ab934ff..0000000 --- a/DL/Restricted_Boltzmann_machine/split.hpp +++ /dev/null @@ -1,34 +0,0 @@ -void split_(const char* str,const char split_char,vector& str_v) -{ - const char* term_head = str; - const char* term_tail = str; - for(;(term_head = term_tail )!='\0';) - { - string os ; - char buf[2]; - buf[1]='\0'; - for(term_tail = term_head; *term_tail != split_char&&*term_tail!='\0'&&*term_tail!='\n' ;term_tail++) - { - buf[0] = *term_tail; - os.append(buf); - } - if(*term_tail == split_char) - { - str_v.push_back(atoi(os.c_str())); - term_tail++; - } - else if(*term_tail == '\n') - { - str_v.push_back(atoi(os.c_str())); - return; - } - else if(*term_tail == '\0') - { - str_v.push_back(atoi(os.c_str())); - return; - } - else - return; - } - -}; From 9cf0b1f7478d0244d5a02949cfd400e6d01c9b01 Mon Sep 17 00:00:00 2001 From: root Date: Sun, 30 Mar 2014 14:40:19 +0800 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HcmV?d00001 From 63f40fbf7552fc65fcec2ed5d79f1847840b443f Mon Sep 17 00:00:00 2001 From: root Date: Fri, 25 Apr 2014 11:07:57 +0800 Subject: [PATCH 13/32] "add a test about MLE for the parameters of a log-linear model" --- MRF/main.cpp | 38 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 38 insertions(+) create mode 100644 MRF/main.cpp diff --git a/MRF/main.cpp b/MRF/main.cpp new file mode 100644 index 0000000..a064a9a --- /dev/null +++ b/MRF/main.cpp @@ -0,0 +1,38 @@ +#include +#include +using namespace std; +char corpus[5][60]={ "zcngotcnx, igcump, zjcjs, lqpWiqu, cefmfhc, o, lb, fdc", + "m, r, xevo, ijjiir, b, to, jz, gsr, wq, vf, x, ga,", + "pcp, d, oziVlal, hzagh, yzop, io, advzmxnv,", + "emx, kayerf, mlj, rawzyb, jp, ag, ctdnnnbg, wgdw, t,", + "cy, spxcq, uzflbbf, dxtkkn, cxwx, jpd, ztzh, lv, zhpkv" + }; +float p_corpus(int c,float theta,float& f1) +{ + float sum = 0; + for(int i=0;i='a' && corpus[c][i]<='z' ? 1 : 0; + } + f1 = sum/sizeof(corpus[c]); + return pow(2.718281828,-1*(theta * f1)); +} +int main(void) +{ + float theta1 = 1; + float f1[5] = {0}; + float p[5] = {0}; + for(int iter = 0; iter<100000;++iter) + { + float sum_p = 0.0; + for(int i=0;i<5;++i) + { + p[i] = p_corpus(i,theta1,f1[i]); + sum_p += p[i]; + } + theta1 -= 0.1*((f1[0]+f1[1]+f1[2]+f1[3]+f1[4])/5 - (f1[0]*p[0]/sum_p+f1[1]*p[1]/sum_p+f1[2]*p[2]/sum_p+f1[3]*p[3]/sum_p+f1[4]*p[4]/sum_p)); + //printf ("%f\t%f\t%f\t%f\t%f\n",p[0]/sum_p, p[1]/sum_p,p[2]/sum_p,p[3]/sum_p,p[4]/sum_p,p[5]/sum_p); + printf ("%f\n",theta1); + } + return 0; +} From cf8928d6c978ab0dfa29a56629ccc15ed9054d9e Mon Sep 17 00:00:00 2001 From: root Date: Sun, 4 May 2014 15:53:59 +0800 Subject: [PATCH 14/32] add some documents for MRF --- MRF/Parameter learning for MRFs.pdf | Bin 0 -> 808135 bytes MRF/murphy.pdf | Bin 0 -> 3790984 bytes 2 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 MRF/Parameter learning for MRFs.pdf create mode 100644 MRF/murphy.pdf diff --git a/MRF/Parameter 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